Schedule Execution for Two-Machine Job-Shop to Minimize Makespan with Uncertain Processing Times
Abstract
:1. Introduction
1.1. Research Motivation
1.2. Contributions of This Research
2. Settings of Scheduling Problems and Main Notations
3. A Literature Review and Closed Results
3.1. Approaches to Scheduling Problems with Different Forms of Uncertainties
3.2. Closed Results for Uncertain (Interval) Flow-Shop Scheduling Problems
- (i)
- the set S is a set of pairs of the identical permutations of jobs from the set since the machine route for processing all jobs is the same ;
- (ii)
- the J-solution (see Definition 1) is a set of Johnson’s permutations of the jobs , i.e., for each scenario the set contains at least one optimal pair of identical Johnson’s permutations such that the inequality (2) holds for all indexes e and f.
4. The Off-Line Phase of Scheduling
4.1. Conditions for Existing a Single Optimal Pair of Job Permutations
4.2. Precedence Digraphs Determining a Minimal Dominant Set of Schedules
4.3. An Illustrative Example
5. The On-line Phase of Scheduling
6. Scheduling Algorithms and Computational Results
6.1. Algorithms 3–5 for the On-Line Phase of Scheduling
- (a)
- the permutation of the jobs from set and the partial strict order of the jobs ;
- (b)
- the permutation of the jobs from set and the partial strict order of the jobs ;
- (c)
- the partial strict order of the jobs and the partial strict order of the jobs .
Algorithm 3 for the on-line phase of scheduling | |
Input: | Lower bounds and upper bounds on the durations of all operations processed on machines ; a permutation of the jobs and a permutation of the jobs ; an optimal permutation of the jobs from the set ; a partial strict order of the jobs from the set ; a number B of the conflict sets in the partial strict order . |
Output: | Permutation of the jobs from the set . |
Step 1: | Set . |
Step 2: | UNTIL the completion time-point of the last job in the set , process the whole linear part of the jobs in the partial strict order on the machine till a conflict set of the jobs is met; let t denote a time-point of the completion of the linearly ordered set of jobs. |
Step 3: | Process jobs of the permutation and then process the linear part in the partial strict order on the machine up to time-point t. |
Step 4: | Check the conditions of Theorem 9 for the conflict set of the jobs. |
Step 5: | IF the sufficient conditions of Theorem 9 hold THEN set and choose an arbitrary order of the conflict jobs GOTO step 11. |
Step 6: | ELSE set for all conflict jobs and partition the conflict jobs into two subsets and , where if , and otherwise. |
Step 7: | Construct the following order of the conflict jobs: First, arrange the jobs from the set in the non-decreasing order of the values of , then arrange the jobs from the set in the non-increasing order of the values of . |
Step 8: | Check the conditions of Theorem 10 for the constructed permutation of the conflict jobs. |
Step 9: | IF the sufficient conditions of Theorem 10 hold THEN set GOTO step 11. |
Step 10: | Construct a Johnson’s permutation of the conflict jobs based on the inequalities (2) provided that . |
Step 11: | Include the permutation of the conflict jobs in the strict order instead of the conflict set of these jobs. |
Step 12: | RETURN |
Step 13: | IFTHEN GOTO step 18. |
Step 14: | Calculate makespan for the schedule s constructed at steps 1 – 12; calculate makespan for the optimal schedule polynomially calculated for the corresponding deterministic problem , where the factual processing times are randomly generated for all jobs . |
Step 15: | IF = THEN GOTO step 17. |
Step 16: | STOP 4: The constructed schedule s is not optimal for the factual processing times of the jobs . |
Step 17: | STOP 3: The optimality of the constructed schedule s for the factual processing times of the jobs was established only after the execution of the schedule s. |
Step 18: | STOP 2: The optimality of the constructed schedule s for the factual processing times of the jobs was proven before the end of the execution of this schedule. |
6.2. The Modified Example with Different Factual Scenarios
6.3. Computational Experiments
6.4. Computational Results
7. Concluding Remarks
Author Contributions
Acknowledgments
Conflicts of Interest
Appendix A
Algorithm 1 | ||
Input: | Segments for all jobs and machines , a partial strict order on the set in the form . | |
Output: | EITHER an optimal job permutation for the problem with job set and any scenario , (see STOP 0). OR there no permutation of jobs from set , which is optimal for all scenarios , (see STOP 1). | |
Step 1: | Set for all . construct a partition of the set of conflicting jobs into two subsets and , where if , and , otherwise. | |
Step 2: | Construct a permutation , where the permutation contains jobs from the set in the non-decreasing order of the values and the permutation contains jobs from the set in the non-increasing order of the values , renumber jobs in the permutations and based on their orders. | |
Step 3: | IF for the permutation conditions of Theorem 7 hold THEN GOTO step 8. | |
Step 4: | Set for all . construct a partition of the set of conflicting jobs into two subsets and , where if 0, and , otherwise. | |
Step 5: | Construct a permutation , where the permutation contains jobs from the set in the non-increasing order of the values , and the permutation contains jobs from the set in the non-decreasing order of the values , renumber jobs in the permutations and based on their orders. | |
Step 6: | IF for the permutation conditions of Theorem 8 hold THEN GOTO step 9. | |
Step 7: | ELSE there is no a single dominant permutation for problem with job set and any scenario STOP 1. | |
Step 8: | RETURN permutation which is a single dominant permutation for the problem with job set STOP 0. | |
Step 9: | RETURN permutation which is a single dominant permutation for the problem with job set STOP 0. |
Algorithm 2 | ||
Input: | Lower bounds and upper bounds , , of the durations of all operations of jobs processed on machines . | |
Output: | EITHER pair of permutations , where is a permutation of jobs from set on machine , is a permutation of jobs from set on machine , such that , (see STOP 0), OR permutation of jobs from set on machines and and a partial strict order of jobs from set , OR permutation of jobs from set on machines and and a partial strict order of jobs from set , OR a partial strict order of jobs from set and a partial strict order of jobs from set , (see STOP 1). | |
Step 1: | Determine a partition of the job set , permutation of jobs from set and permutation of jobs from set , arrange the jobs in the increasing order of their indexes. | |
Step 2: | IF the first inequality in condition (5) of Theorem 4 holds THEN BEGIN Construct a permutation of jobs from set , arrange them in the increasing order of their indexes; IF the second inequality in condition (5) of Theorem 4 holds THEN construct a permutation of jobs from set , arrange them in the increasing order of their indexes GOTO Step 10 END | |
Step 3: | IF the first inequality in condition (6) of Theorem 4 holds THEN BEGIN Construct a permutation of jobs from set , arrange them in the increasing order of their indexes; IF the second inequality in condition (6) of Theorem 4 holds THEN construct a permutation of jobs from set , arrange the jobs in the increasing order of their indexes END | |
Step 4: | IF both permutations and are constructed THEN GOTO Step 10. | |
Step 5: | IF permutation is not constructed THEN fulfill Procedure 1. | |
Step 6: | IF permutation is not constructed THEN fulfill Procedure 2. | |
Step 7: | IF both permutations and are constructed THEN GOTO Step 10. | |
Step 8: | IF permutation is constructed THEN GOTO Step 11. | |
Step 9: | IF permutation is constructed THEN GOTO Step 12 ELSE GOTO Step 13. | |
Step 10: | RETURN pair of permutations , where is the permutation of jobs from set processed on machine and is the permutation of jobs from set processed on machine such that STOP 0. | |
Step 11: | RETURN the permutation of jobs from set processed on machines and , the partial strict order of jobs from set GOTO Step 14. | |
Step 12: | RETURN the permutation of jobs from set processed on machines and , the partial strict order of jobs from set GOTO Step 14. | |
Step 13: | RETURN the partial strict order of jobs from set and the partial strict order of jobs from set | |
Step 14: | STOP 1. |
Appendix B. Tables with Computational Results
Uniform Distributions | Gamma Distributions | ||||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
10 | 20 | 30 | 40 | 50 | 60 | 70 | 80 | 90 | 100 | 10 | 20 | 30 | 40 | 50 | 60 | 70 | 80 | 90 | 100 | ||
5 | Stop1 | 93.9 | 97.3 | 98.4 | 97.6 | 96.6 | 97.6 | 97.9 | 98.3 | 98 | 97.5 | 93.4 | 97 | 97.7 | 97.1 | 98.5 | 98.3 | 97.6 | 98.6 | 98.3 | 98.7 |
Stop2 | 0.9 | 1 | 0.6 | 1.1 | 1.6 | 1.3 | 1.2 | 1.1 | 0.9 | 1.4 | 0.8 | 0.8 | 0.9 | 1.1 | 0.5 | 0.5 | 1.3 | 0.8 | 0.9 | 0.6 | |
Stop3 | 5.1 | 1.7 | 1 | 1.3 | 1.8 | 1.1 | 0.9 | 0.6 | 1.1 | 1.1 | 5.3 | 2.2 | 1.4 | 1.8 | 1 | 1.2 | 1.1 | 0.6 | 0.8 | 0.7 | |
Stop4 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
10 | Stop1 | 85.8 | 91.8 | 91.6 | 93 | 92.2 | 92.2 | 91.9 | 92.6 | 93.6 | 93.8 | 83.1 | 93.5 | 92.8 | 92.7 | 93.1 | 92.3 | 92.4 | 93.3 | 94.2 | 93.6 |
Stop2 | 2.1 | 2.5 | 4.5 | 3.5 | 4.1 | 4 | 4.2 | 4.6 | 4.2 | 4.2 | 3.2 | 2.8 | 3.1 | 3.5 | 3.6 | 4.3 | 4.2 | 3.4 | 3.5 | 4.1 | |
Stop3 | 11.7 | 5.7 | 3.9 | 3.5 | 3.7 | 3.8 | 3.9 | 2.8 | 2.2 | 2 | 12.8 | 3.7 | 4.1 | 3.8 | 3.3 | 3.4 | 3.4 | 3.3 | 2.3 | 2.3 | |
Stop4 | 0.4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.9 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
20 | Stop1 | 70.6 | 73.2 | 73.3 | 71.9 | 69.6 | 63.4 | 63.6 | 57.7 | 56.3 | 53.4 | 70.2 | 73.7 | 74.1 | 71.5 | 67.2 | 64.2 | 63.4 | 61.5 | 56.1 | 57.5 |
Stop2 | 4.3 | 6.8 | 9.4 | 8.6 | 8.8 | 11.1 | 9.4 | 10.1 | 9.2 | 9.2 | 4.3 | 8.1 | 8.7 | 10 | 10 | 11.3 | 9.1 | 9.1 | 8.9 | 7.5 | |
Stop3 | 24.2 | 20 | 17.3 | 19.5 | 21.6 | 25.5 | 27 | 32.2 | 34.5 | 37.4 | 24.9 | 18.2 | 17.2 | 18.5 | 22.8 | 24.5 | 27.5 | 29.4 | 35 | 35 | |
Stop4 | 0.9 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
30 | Stop1 | 53 | 55.1 | 47.5 | 41.1 | 31 | 30.7 | 23.4 | 20.3 | 18.5 | 13.4 | 52 | 52.2 | 44.9 | 34.9 | 33.6 | 26.3 | 27.3 | 18.3 | 18.9 | 14.2 |
Stop2 | 4.8 | 8.8 | 9.1 | 9.7 | 9.8 | 7 | 6.7 | 5.2 | 4.2 | 4.4 | 6.2 | 8.9 | 10.1 | 10.4 | 11 | 7.9 | 6 | 4.6 | 5.9 | 4.5 | |
Stop3 | 41.9 | 36.1 | 43.4 | 49.2 | 59.2 | 62.3 | 69.9 | 74.5 | 77.3 | 82.2 | 41 | 38.9 | 45 | 54.7 | 55.4 | 65.8 | 66.7 | 77.1 | 75.2 | 81.3 | |
Stop4 | 0.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
40 | Stop1 | 41.6 | 32.5 | 24.7 | 16.4 | 10.9 | 8.9 | 5.9 | 3.9 | 2.1 | 2.3 | 37.8 | 31.8 | 22.2 | 18.6 | 10.6 | 8.5 | 6.1 | 4.3 | 3 | 1.9 |
Stop2 | 4.9 | 7.6 | 7.7 | 6.6 | 4.2 | 2.9 | 2 | 1.1 | 0.7 | 0.3 | 5.2 | 8.5 | 9.1 | 4.8 | 2.9 | 3.5 | 2 | 1.6 | 1 | 0.6 | |
Stop3 | 52.7 | 59.7 | 67.6 | 77 | 84.9 | 88.2 | 92.1 | 95 | 97.2 | 97.4 | 55.3 | 59.7 | 68.7 | 76.6 | 86.5 | 88 | 91.9 | 94.1 | 96 | 97.5 | |
Stop4 | 0.8 | 0.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1.7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
50 | Stop1 | 29 | 16.1 | 9.3 | 5 | 2.4 | 1.4 | 1.6 | 0.8 | 0.5 | 0 | 26.2 | 19.4 | 10.4 | 5.6 | 3.9 | 1.6 | 0.6 | 0.5 | 0.3 | 0.1 |
Stop2 | 4.7 | 5.4 | 5 | 2.6 | 1.2 | 0.8 | 0.2 | 0.3 | 0.3 | 0 | 3.7 | 5.6 | 3.8 | 2.2 | 0.7 | 0.7 | 0.7 | 0.1 | 0.2 | 0.1 | |
Stop3 | 64.9 | 78.5 | 85.7 | 92.4 | 96.4 | 97.8 | 98.2 | 98.9 | 99.2 | 100 | 67.8 | 75 | 85.8 | 92.2 | 95.4 | 97.7 | 98.7 | 99.4 | 99.5 | 99.8 | |
Stop4 | 1.4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
60 | Stop1 | 18.1 | 8.4 | 4.6 | 1.4 | 1 | 0.3 | 0.2 | 0.1 | 0 | 0 | 16.6 | 9.6 | 3.6 | 1.4 | 1 | 0.3 | 0 | 0.2 | 0 | 0 |
Stop2 | 3.8 | 4 | 1.6 | 0.7 | 0.3 | 0.1 | 0 | 0 | 0 | 0 | 3.2 | 3.5 | 2.3 | 0.9 | 0.4 | 0 | 0.3 | 0 | 0.1 | 0 | |
Stop3 | 76.4 | 87.5 | 93.8 | 97.9 | 98.7 | 99.6 | 99.8 | 99.9 | 100 | 100 | 77.7 | 86.9 | 94.1 | 97.7 | 98.6 | 99.7 | 99.7 | 99.8 | 99.9 | 100 | |
Stop4 | 1.7 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
70 | Stop1 | 12.3 | 5.1 | 1.4 | 0.7 | 0.1 | 0 | 0 | 0 | 0 | 0 | 12.1 | 4.7 | 2.1 | 0.8 | 0.2 | 0 | 0.1 | 0 | 0 | 0 |
Stop2 | 2.8 | 1.5 | 0.7 | 0.2 | 0.1 | 0 | 0 | 0 | 0 | 0 | 2 | 2.1 | 0.4 | 0.2 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop3 | 83.2 | 93.4 | 97.9 | 99.1 | 99.8 | 100 | 100 | 100 | 100 | 100 | 82.8 | 93.2 | 97.5 | 99 | 99.8 | 100 | 99.9 | 100 | 100 | 100 | |
Stop4 | 1.7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
80 | Stop1 | 8.9 | 1.9 | 0.4 | 0.3 | 0.2 | 0 | 0 | 0 | 0 | 0 | 10 | 2.3 | 0.6 | 0.2 | 0 | 0 | 0 | 0 | 0 | 0 |
Stop2 | 1.8 | 0.8 | 0.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2.2 | 1.1 | 0.2 | 0 | 0 | 0.1 | 0 | 0 | 0 | 0 | |
Stop3 | 87.1 | 97.1 | 99.1 | 99.7 | 99.8 | 100 | 100 | 100 | 100 | 100 | 84.2 | 96.5 | 99.2 | 99.8 | 100 | 99.9 | 100 | 100 | 100 | 100 | |
Stop4 | 2.2 | 0.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3.6 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
90 | Stop1 | 6.9 | 0.8 | 0.2 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 5.7 | 0.9 | 0.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Stop2 | 1.2 | 0.7 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1.5 | 0.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop3 | 90.1 | 98.4 | 99.7 | 99.9 | 100 | 100 | 100 | 100 | 100 | 100 | 88 | 98.5 | 99.7 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | |
Stop4 | 1.8 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4.8 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
100 | Stop1 | 4.4 | 0.3 | 0.1 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 4.1 | 0.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Stop2 | 1.1 | 0.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop3 | 92.1 | 99.4 | 99.9 | 99.9 | 100 | 100 | 100 | 100 | 100 | 100 | 90.2 | 99.4 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | |
Stop4 | 2.4 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4.9 | 0.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Uniform Distributions | Gamma Distributions | ||||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
10 | 20 | 30 | 40 | 50 | 60 | 70 | 80 | 90 | 100 | 10 | 20 | 30 | 40 | 50 | 60 | 70 | 80 | 90 | 100 | ||
5 | Stop1 | 96.7 | 98.9 | 98.6 | 99.5 | 99.7 | 99.7 | 99.9 | 99.9 | 99.9 | 99.9 | 96.7 | 98.9 | 99 | 99.3 | 99.6 | 99.4 | 99.7 | 99.8 | 99.9 | 99.8 |
Stop2 | 0.8 | 0.3 | 0.7 | 0.1 | 0 | 0.2 | 0.1 | 0.1 | 0.1 | 0.1 | 0.3 | 0.4 | 0.1 | 0.3 | 0.1 | 0.4 | 0.2 | 0.1 | 0.1 | 0.2 | |
Stop3 | 2.4 | 0.8 | 0.7 | 0.4 | 0.3 | 0.1 | 0 | 0 | 0 | 0 | 3 | 0.7 | 0.9 | 0.4 | 0.3 | 0.2 | 0.1 | 0.1 | 0 | 0 | |
Stop4 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
10 | Stop1 | 93.4 | 96.2 | 97.6 | 97.7 | 98 | 98.4 | 98.4 | 98.7 | 98.5 | 99.6 | 93.5 | 96.1 | 97.5 | 97.6 | 97.8 | 98.1 | 98.4 | 98.2 | 99 | 98.7 |
Stop2 | 1 | 1.4 | 1.4 | 1.4 | 1.4 | 1.3 | 1.1 | 1.2 | 1 | 0.4 | 1 | 1.8 | 1.1 | 1.3 | 1.5 | 1.6 | 1.3 | 1.5 | 0.9 | 1.1 | |
Stop3 | 5.4 | 2.4 | 1 | 0.9 | 0.6 | 0.3 | 0.5 | 0.1 | 0.5 | 0 | 5.5 | 2.1 | 1.4 | 1.1 | 0.7 | 0.3 | 0.3 | 0.3 | 0.1 | 0.2 | |
Stop4 | 0.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
20 | Stop1 | 85.4 | 86.9 | 89.5 | 90.2 | 90.8 | 90.5 | 89.1 | 90 | 90.3 | 90.1 | 83.5 | 87.5 | 88.8 | 88.4 | 90.6 | 89.9 | 91 | 89.4 | 90.9 | 90.1 |
Stop2 | 2.6 | 4.8 | 5.3 | 5 | 5.8 | 5.8 | 5.7 | 5 | 5 | 5.4 | 3.1 | 5.7 | 5.8 | 7.4 | 4.7 | 5.8 | 4.9 | 6.5 | 6.2 | 4 | |
Stop3 | 12 | 8.3 | 5.2 | 4.8 | 3.4 | 3.7 | 5.2 | 5 | 4.7 | 4.5 | 13.4 | 6.8 | 5.4 | 4.2 | 4.7 | 4.3 | 4.1 | 4.1 | 2.9 | 5.9 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
30 | Stop1 | 70.2 | 76.4 | 70.1 | 69.6 | 69.2 | 65.7 | 64.1 | 60.4 | 58 | 56 | 71.6 | 73.3 | 72.9 | 69 | 66 | 63.1 | 60.4 | 62.3 | 62.2 | 58.1 |
Stop2 | 5.1 | 6.8 | 9.7 | 9.5 | 8.4 | 10.5 | 9.7 | 9.1 | 10.8 | 8.1 | 3.6 | 8.7 | 8.4 | 9.6 | 9.8 | 11.3 | 8.4 | 8.3 | 7.1 | 8.9 | |
Stop3 | 24.6 | 16.8 | 20.2 | 20.9 | 22.4 | 23.8 | 26.2 | 30.5 | 31.2 | 35.9 | 24.8 | 18 | 18.7 | 21.4 | 24.2 | 25.6 | 31.2 | 29.4 | 30.7 | 33 | |
Stop4 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
40 | Stop1 | 56.7 | 55.3 | 48.8 | 41.5 | 39.6 | 31.2 | 31.1 | 26.5 | 23.5 | 21.5 | 55.1 | 53.9 | 46.5 | 41.5 | 37.5 | 31.6 | 33.2 | 27.4 | 26.2 | 21 |
Stop2 | 5.1 | 8.2 | 10.5 | 10.6 | 9.6 | 8.2 | 7.6 | 6.9 | 7.5 | 5 | 5.6 | 9.2 | 11.5 | 7.7 | 8.9 | 8.7 | 7.3 | 7.2 | 6 | 5.7 | |
Stop3 | 38.2 | 36.5 | 40.7 | 47.9 | 50.8 | 60.6 | 61.3 | 66.6 | 69 | 73.5 | 39.3 | 36.9 | 42 | 50.8 | 53.6 | 59.7 | 59.5 | 65.4 | 67.8 | 73.3 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
50 | Stop1 | 42.6 | 35.2 | 27.2 | 22.9 | 14.3 | 11.4 | 9.9 | 6.9 | 6.6 | 5.9 | 43.9 | 37.3 | 29.2 | 22 | 16.3 | 13.2 | 10.8 | 10.5 | 5.5 | 5.7 |
Stop2 | 4.4 | 9.5 | 9.8 | 6.5 | 6 | 5.2 | 3.8 | 3.4 | 2.2 | 2.4 | 6 | 10 | 7.3 | 6.9 | 6.5 | 4.8 | 4.7 | 2.8 | 1.9 | 2.5 | |
Stop3 | 52.8 | 55.3 | 63 | 70.6 | 79.7 | 83.4 | 86.3 | 89.7 | 91.2 | 91.7 | 49.9 | 52.7 | 63.5 | 71.1 | 77.2 | 82 | 84.5 | 86.7 | 92.6 | 91.8 | |
Stop4 | 0.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
60 | Stop1 | 32.9 | 20.7 | 14.4 | 10.7 | 6.3 | 3.3 | 3.3 | 2.2 | 1.4 | 0.8 | 31.7 | 23.1 | 15.7 | 10.4 | 7.2 | 3.9 | 2.9 | 1.4 | 0.9 | 0.6 |
Stop2 | 5.4 | 5.5 | 4.2 | 2.6 | 2.3 | 1.7 | 0.8 | 0.6 | 0.3 | 0.4 | 5.6 | 6 | 6.4 | 3.6 | 2.4 | 1.5 | 1.5 | 0.8 | 0.3 | 0.7 | |
Stop3 | 61.7 | 73.8 | 81.4 | 86.7 | 91.4 | 95 | 95.9 | 97.2 | 98.3 | 98.8 | 62.3 | 70.9 | 77.9 | 86 | 90.4 | 94.6 | 95.6 | 97.8 | 98.8 | 98.7 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
70 | Stop1 | 22.1 | 13.7 | 7.6 | 2.9 | 1.6 | 1.1 | 0.6 | 0.2 | 0.3 | 0.1 | 23.9 | 13.1 | 6.7 | 3.4 | 1.6 | 0.7 | 0.9 | 0.3 | 0.2 | 0.1 |
Stop2 | 4.9 | 3.7 | 2.9 | 1.7 | 0.9 | 0.6 | 0.4 | 0.1 | 0 | 0.1 | 4.4 | 4.5 | 2 | 1.5 | 1.2 | 0.4 | 0 | 0.4 | 0.1 | 0.1 | |
Stop3 | 72.8 | 82.6 | 89.5 | 95.4 | 97.5 | 98.3 | 99 | 99.7 | 99.7 | 99.8 | 71.6 | 82.4 | 91.3 | 95.1 | 97.2 | 98.9 | 99.1 | 99.3 | 99.7 | 99.8 | |
Stop4 | 0.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
80 | Stop1 | 17.3 | 8.3 | 3.5 | 1.3 | 0.5 | 0.3 | 0.2 | 0 | 0 | 0 | 16.4 | 7.9 | 3.1 | 1.9 | 0.9 | 0.2 | 0 | 0 | 0 | 0 |
Stop2 | 2.8 | 1.7 | 1.8 | 0.8 | 0.6 | 0 | 0 | 0 | 0 | 0 | 3.4 | 2.4 | 0.8 | 0.9 | 0.1 | 0.2 | 0.1 | 0 | 0 | 0 | |
Stop3 | 79.4 | 90 | 94.7 | 97.9 | 98.9 | 99.7 | 99.8 | 100 | 100 | 100 | 79.6 | 89.7 | 96.1 | 97.2 | 99 | 99.6 | 99.9 | 100 | 100 | 100 | |
Stop4 | 0.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
90 | Stop1 | 12.1 | 4.5 | 1.4 | 0.7 | 0 | 0.1 | 0 | 0 | 0 | 0 | 12.6 | 5 | 2.9 | 0.4 | 0.1 | 0.1 | 0 | 0 | 0 | 0 |
Stop2 | 2.5 | 2.3 | 1.3 | 0.3 | 0 | 0.1 | 0 | 0 | 0 | 0 | 3.2 | 1.8 | 0.2 | 0.2 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop3 | 85.2 | 93.2 | 97.3 | 99 | 100 | 99.8 | 100 | 100 | 100 | 100 | 83.7 | 93.2 | 96.9 | 99.4 | 99.9 | 99.9 | 100 | 100 | 100 | 100 | |
Stop4 | 0.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
100 | Stop1 | 10.6 | 2.7 | 0.5 | 0.3 | 0 | 0 | 0 | 0 | 0 | 0 | 9.1 | 2.8 | 0.5 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 |
Stop2 | 1.9 | 1.2 | 0.3 | 0 | 0.2 | 0 | 0 | 0 | 0 | 0 | 2 | 0.6 | 0.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop3 | 87.4 | 96.1 | 99.2 | 99.7 | 99.8 | 100 | 100 | 100 | 100 | 100 | 88.2 | 96.6 | 99.3 | 99.9 | 100 | 100 | 100 | 100 | 100 | 100 | |
Stop4 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Uniform Distributions | Gamma Distributions | ||||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
10 | 20 | 30 | 40 | 50 | 60 | 70 | 80 | 90 | 100 | 10 | 20 | 30 | 40 | 50 | 60 | 70 | 80 | 90 | 100 | ||
5 | Stop1 | 99.2 | 99.6 | 99.9 | 99.9 | 100 | 100 | 100 | 100 | 100 | 100 | 98.6 | 99.9 | 99.9 | 99.9 | 99.9 | 100 | 100 | 100 | 100 | 100 |
Stop2 | 0.2 | 0.1 | 0.1 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.1 | 0 | 0 | 0 | 0 | 0 | |
Stop3 | 0.6 | 0.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1.4 | 0.1 | 0.1 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
10 | Stop1 | 97.3 | 99 | 99.4 | 99.9 | 99.9 | 100 | 99.9 | 99.9 | 100 | 100 | 97.4 | 98.6 | 99.1 | 99.9 | 99.9 | 100 | 99.9 | 100 | 99.8 | 100 |
Stop2 | 0.8 | 0.4 | 0.3 | 0.1 | 0.1 | 0 | 0.1 | 0.1 | 0 | 0 | 0.5 | 0.8 | 0.6 | 0.1 | 0.1 | 0 | 0.1 | 0 | 0.2 | 0 | |
Stop3 | 1.9 | 0.6 | 0.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2.1 | 0.6 | 0.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
20 | Stop1 | 91.7 | 95.7 | 97.1 | 97.5 | 98.2 | 98.6 | 98.7 | 98.7 | 99.7 | 98.9 | 91.5 | 97 | 97.8 | 97.2 | 98.5 | 98.8 | 99.1 | 99.6 | 99.5 | 99.4 |
Stop2 | 1.9 | 2.6 | 2 | 2.1 | 1.4 | 1.2 | 1.2 | 1.1 | 0.3 | 0.8 | 2.3 | 1.7 | 1.6 | 2.1 | 1.2 | 1 | 0.7 | 0.4 | 0.5 | 0.4 | |
Stop3 | 6.4 | 1.7 | 0.9 | 0.4 | 0.4 | 0.2 | 0.1 | 0.2 | 0 | 0.3 | 6.2 | 1.3 | 0.6 | 0.7 | 0.3 | 0.2 | 0.2 | 0 | 0 | 0.2 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
30 | Stop1 | 81.9 | 87.1 | 89.1 | 91.9 | 91.7 | 92.2 | 92.2 | 93.8 | 93.7 | 93.9 | 83 | 87.2 | 91.7 | 91.7 | 92.4 | 91.6 | 92.2 | 92.8 | 92.9 | 93.4 |
Stop2 | 4.6 | 6.2 | 5.9 | 4.5 | 5.5 | 4.3 | 4.3 | 3.9 | 2.8 | 2.5 | 3.1 | 5.1 | 4.1 | 4.4 | 3.7 | 4.4 | 4.8 | 4.2 | 3.5 | 3.5 | |
Stop3 | 13.5 | 6.7 | 5 | 3.6 | 2.8 | 3.5 | 3.5 | 2.3 | 3.5 | 3.6 | 13.9 | 7.7 | 4.2 | 3.9 | 3.9 | 4 | 3 | 3 | 3.6 | 3.1 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
40 | Stop1 | 74.1 | 74.7 | 75.9 | 76 | 75.1 | 75.9 | 73.4 | 75.8 | 71.6 | 72.5 | 69.1 | 74.2 | 76.4 | 75.6 | 76.5 | 76.4 | 75 | 74 | 75.3 | 72.7 |
Stop2 | 4.4 | 7.9 | 7.5 | 8.2 | 6.5 | 6.3 | 6.9 | 5.5 | 6.9 | 7 | 6 | 9.2 | 7.5 | 8 | 7.7 | 6.4 | 6.4 | 7.1 | 4.6 | 6.4 | |
Stop3 | 21.5 | 17.4 | 16.6 | 15.8 | 18.4 | 17.8 | 19.7 | 18.7 | 21.5 | 20.5 | 24.8 | 16.6 | 16.1 | 16.4 | 15.8 | 17.2 | 18.6 | 18.9 | 20.1 | 20.9 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
50 | Stop1 | 61.4 | 60.7 | 56.9 | 53.7 | 50.4 | 49.7 | 47.3 | 47.3 | 44.7 | 39.1 | 58.2 | 60.6 | 57.7 | 51.7 | 49.1 | 50.9 | 48.3 | 48.2 | 43.9 | 44.3 |
Stop2 | 5.3 | 9.2 | 9.7 | 10.4 | 10.2 | 7.7 | 8.4 | 7.1 | 6.7 | 6.3 | 5.8 | 8.7 | 8.5 | 12.4 | 10.2 | 9.1 | 7.8 | 7.1 | 6.6 | 5.3 | |
Stop3 | 33.3 | 30.1 | 33.4 | 35.9 | 39.4 | 42.6 | 44.3 | 45.6 | 48.6 | 54.6 | 36 | 30.7 | 33.8 | 35.9 | 40.7 | 40 | 43.9 | 44.7 | 49.5 | 50.4 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
60 | Stop1 | 46.7 | 46.3 | 39.6 | 32.9 | 30.5 | 29.5 | 23.9 | 22.1 | 18.8 | 17.8 | 50.9 | 42.8 | 41.7 | 35.9 | 30.6 | 28 | 24 | 22.9 | 19 | 13.5 |
Stop2 | 6.2 | 8.1 | 7.7 | 7.9 | 6.2 | 5.3 | 4.6 | 4.1 | 4.2 | 2.8 | 5 | 9.1 | 7.5 | 7.5 | 7.1 | 5.1 | 5.2 | 4.6 | 3.7 | 3.6 | |
Stop3 | 47.1 | 45.6 | 52.7 | 59.2 | 63.3 | 65.2 | 71.5 | 73.8 | 77 | 79.4 | 44.1 | 48.1 | 50.8 | 56.6 | 62.3 | 66.9 | 70.8 | 72.5 | 77.3 | 82.9 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
70 | Stop1 | 39.9 | 34.5 | 24.5 | 20.2 | 17.6 | 12.2 | 8.7 | 8.6 | 7.6 | 5.5 | 38 | 34.8 | 23.5 | 19.1 | 15.7 | 13.7 | 9.5 | 9 | 6 | 4.7 |
Stop2 | 5.7 | 7.4 | 6.7 | 5.5 | 4.1 | 2.8 | 2.7 | 1.9 | 1.4 | 0.9 | 6 | 6.8 | 6.3 | 5.6 | 3.9 | 4.8 | 3.4 | 1.4 | 1.4 | 1.3 | |
Stop3 | 54.4 | 58.1 | 68.8 | 74.3 | 78.3 | 85 | 88.6 | 89.5 | 91 | 93.6 | 55.9 | 58.4 | 70.2 | 75.3 | 80.4 | 81.5 | 87.1 | 89.6 | 92.6 | 94 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
80 | Stop1 | 27.9 | 21.6 | 14.3 | 8.3 | 7.2 | 4.9 | 4.2 | 2.7 | 0.9 | 0.8 | 28.5 | 21.6 | 14 | 9.5 | 9.3 | 4.2 | 3.9 | 2.2 | 1.2 | 1.5 |
Stop2 | 4.8 | 5 | 3.6 | 3 | 2.6 | 1.6 | 0.7 | 1 | 0.2 | 0.3 | 5.6 | 5.6 | 5.2 | 3.1 | 1.9 | 2.3 | 1.7 | 0.6 | 0.7 | 0.3 | |
Stop3 | 67.2 | 73.4 | 82.1 | 88.7 | 90.2 | 93.5 | 95.1 | 96.3 | 98.9 | 98.9 | 65.9 | 72.8 | 80.8 | 87.4 | 88.8 | 93.5 | 94.4 | 97.2 | 98.1 | 98.2 | |
Stop4 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
90 | Stop1 | 22.7 | 13.2 | 9.8 | 4.1 | 2.1 | 1.5 | 1.4 | 0.7 | 0.2 | 0 | 23 | 14.4 | 7.4 | 3.6 | 3.4 | 1.9 | 1.2 | 0.7 | 0.3 | 0.9 |
Stop2 | 3.4 | 4.7 | 3.1 | 1.9 | 1.4 | 0.9 | 0.5 | 0.3 | 0.3 | 0.2 | 3.4 | 5.1 | 2.9 | 2 | 1 | 0.6 | 0.7 | 0.2 | 0.2 | 0.3 | |
Stop3 | 73.9 | 82.1 | 87.1 | 94 | 96.5 | 97.6 | 98.1 | 99 | 99.5 | 99.8 | 73.4 | 80.5 | 89.7 | 94.4 | 95.6 | 97.5 | 98.1 | 99.1 | 99.5 | 98.8 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
100 | Stop1 | 17.1 | 8.9 | 3.8 | 2.1 | 1.2 | 0.6 | 0.2 | 0.2 | 0 | 0 | 14.7 | 8 | 4.7 | 2.5 | 1.4 | 0.3 | 0.3 | 0.2 | 0.1 | 0.1 |
Stop2 | 2.6 | 4.3 | 1.6 | 1.5 | 0.4 | 0.2 | 0.2 | 0 | 0 | 0 | 4.6 | 2.4 | 1.7 | 0.6 | 0.5 | 0.3 | 0.3 | 0.1 | 0.1 | 0 | |
Stop3 | 80.3 | 86.8 | 94.6 | 96.4 | 98.4 | 99.2 | 99.6 | 99.8 | 100 | 100 | 80.4 | 89.6 | 93.6 | 96.9 | 98.1 | 99.4 | 99.4 | 99.7 | 99.8 | 99.9 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Uniform Distributions | Gamma Distributions | ||||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
10 | 20 | 30 | 40 | 50 | 60 | 70 | 80 | 90 | 100 | 10 | 20 | 30 | 40 | 50 | 60 | 70 | 80 | 90 | 100 | ||
5 | Stop1 | 99.8 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 99.5 | 99.8 | 99.9 | 100 | 99.9 | 100 | 100 | 100 | 100 | 100 |
Stop2 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.1 | 0 | 0.1 | 0 | 0.1 | 0 | 0 | 0 | 0 | 0 | |
Stop3 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.4 | 0.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
10 | Stop1 | 99.2 | 99.7 | 99.9 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 98.9 | 100 | 99.9 | 100 | 100 | 100 | 100 | 100 | 100 | 100 |
Stop2 | 0.4 | 0.3 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.2 | 0 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop3 | 0.4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.9 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
20 | Stop1 | 96.8 | 98.9 | 99.4 | 99.5 | 99.9 | 99.8 | 100 | 100 | 100 | 99.9 | 96.4 | 98.6 | 99.6 | 99.7 | 99.9 | 100 | 100 | 100 | 100 | 100 |
Stop2 | 1.1 | 0.6 | 0.4 | 0.5 | 0.1 | 0.2 | 0 | 0 | 0 | 0.1 | 1.6 | 0.8 | 0.4 | 0.3 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop3 | 2.1 | 0.5 | 0.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0.6 | 0 | 0 | 0.1 | 0 | 0 | 0 | 0 | 0 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
30 | Stop1 | 91 | 95.7 | 97.8 | 98.7 | 99.2 | 99.5 | 99.4 | 99.8 | 99.9 | 100 | 91.8 | 94.9 | 97.3 | 98.6 | 99.1 | 99.6 | 99.9 | 99.9 | 99.7 | 100 |
Stop2 | 3.5 | 1.7 | 1.2 | 0.9 | 0.7 | 0.2 | 0.4 | 0.1 | 0.1 | 0 | 2.3 | 3 | 1.8 | 1.1 | 0.7 | 0.3 | 0.1 | 0.1 | 0.3 | 0 | |
Stop3 | 5.5 | 2.6 | 1 | 0.4 | 0.1 | 0.3 | 0.2 | 0.1 | 0 | 0 | 5.9 | 2.1 | 0.9 | 0.3 | 0.2 | 0.1 | 0 | 0 | 0 | 0 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
40 | Stop1 | 85.8 | 90.4 | 93.7 | 95.1 | 96.4 | 97.6 | 97.2 | 98.2 | 98.3 | 98.5 | 85.4 | 91.2 | 93 | 94.8 | 96.5 | 97.4 | 97.3 | 98 | 98.2 | 98 |
Stop2 | 2.7 | 4.5 | 3.5 | 1.6 | 1.9 | 1.3 | 2.1 | 0.6 | 1 | 1 | 3.7 | 3.7 | 3.2 | 2.9 | 1.8 | 1.6 | 0.8 | 1.2 | 0.7 | 1.1 | |
Stop3 | 11.5 | 5.1 | 2.8 | 3.3 | 1.7 | 1.1 | 0.7 | 1.2 | 0.7 | 0.5 | 10.9 | 5.1 | 3.8 | 2.3 | 1.7 | 1 | 1.9 | 0.8 | 1.1 | 0.9 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
50 | Stop1 | 75.3 | 82.5 | 84.8 | 87.4 | 87 | 88.2 | 89.7 | 90.7 | 90.5 | 92.3 | 76.3 | 82.5 | 82.4 | 85.4 | 87.5 | 89.7 | 89.6 | 90.4 | 90.7 | 91.3 |
Stop2 | 5.1 | 5.5 | 6 | 4.4 | 5.1 | 3.8 | 3.7 | 3.3 | 3 | 3 | 4.1 | 5.9 | 6 | 5.9 | 3.9 | 3.5 | 3.3 | 2.4 | 2.7 | 2.4 | |
Stop3 | 19.6 | 12 | 9.2 | 8.2 | 7.9 | 8 | 6.6 | 6 | 6.5 | 4.7 | 19.6 | 11.6 | 11.6 | 8.7 | 8.6 | 6.8 | 7.1 | 7.2 | 6.6 | 6.3 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
60 | Stop1 | 63.4 | 70.1 | 72.3 | 74.7 | 75.8 | 73.9 | 72.5 | 75.4 | 75.4 | 76.6 | 66.3 | 71 | 73.7 | 75.2 | 72.9 | 73.2 | 73.7 | 71.9 | 75.5 | 75.2 |
Stop2 | 6.6 | 7 | 7.8 | 6.6 | 5.8 | 4.3 | 6.6 | 4.2 | 3.9 | 4.5 | 4.7 | 7.4 | 7 | 5.9 | 5.8 | 5.4 | 4.2 | 5.2 | 5.3 | 3.1 | |
Stop3 | 30 | 22.9 | 19.9 | 18.7 | 18.4 | 21.8 | 20.9 | 20.4 | 20.7 | 18.9 | 29 | 21.6 | 19.3 | 18.9 | 21.3 | 21.4 | 22.1 | 22.9 | 19.2 | 21.7 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
70 | Stop1 | 51.6 | 60 | 57.2 | 55.7 | 56.5 | 52.9 | 50.5 | 50.9 | 50.8 | 50 | 49.5 | 57 | 54.6 | 55.1 | 54.8 | 53.2 | 52.8 | 49.9 | 50 | 51.5 |
Stop2 | 6.3 | 7.5 | 8.3 | 7.3 | 6.1 | 5.8 | 7.2 | 6.2 | 5.7 | 4.2 | 6.3 | 8.6 | 8 | 7.2 | 6.5 | 5.6 | 7 | 5.9 | 5.2 | 5.7 | |
Stop3 | 42.1 | 32.5 | 34.5 | 37 | 37.4 | 41.3 | 42.3 | 42.9 | 43.5 | 45.8 | 44.2 | 34.4 | 37.4 | 37.7 | 38.7 | 41.2 | 40.2 | 44.2 | 44.8 | 42.8 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
80 | Stop1 | 39.8 | 43.9 | 39.4 | 39 | 37.8 | 34.8 | 31.7 | 31.1 | 30 | 28.1 | 39 | 43.7 | 40.1 | 40.3 | 41.1 | 31.3 | 31.5 | 28.1 | 26 | 28.2 |
Stop2 | 6.3 | 7.3 | 8.5 | 7.4 | 6.1 | 4.9 | 3.7 | 4.4 | 4.2 | 3.3 | 5.9 | 8.1 | 7.8 | 5.9 | 6.6 | 5.7 | 4.7 | 3.6 | 4.6 | 3 | |
Stop3 | 53.9 | 48.8 | 52.1 | 53.6 | 56.1 | 60.3 | 64.6 | 64.5 | 65.8 | 68.6 | 55.1 | 48.2 | 52.1 | 53.8 | 52.3 | 63 | 63.8 | 68.3 | 69.4 | 68.8 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
90 | Stop1 | 33.7 | 28.9 | 27.6 | 24.1 | 20.7 | 18.2 | 16.8 | 13.5 | 14.1 | 12.4 | 31.7 | 32.1 | 28.8 | 23.8 | 23.8 | 20.1 | 17.1 | 15.9 | 14.2 | 12.3 |
Stop2 | 6 | 7.7 | 6.9 | 5.3 | 4.5 | 3.3 | 3.6 | 2.8 | 2.6 | 1.7 | 5.7 | 7.1 | 5.9 | 6 | 4.7 | 3.5 | 3.8 | 3 | 3.1 | 1.6 | |
Stop3 | 60.3 | 63.4 | 65.5 | 70.6 | 74.8 | 78.5 | 79.6 | 83.7 | 83.3 | 85.9 | 62.5 | 60.8 | 65.3 | 70.2 | 71.5 | 76.4 | 79.1 | 81.1 | 82.7 | 86.1 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
100 | Stop1 | 26.1 | 21.4 | 15.6 | 13.1 | 11.1 | 7.9 | 7.3 | 6 | 4.4 | 4.6 | 24.1 | 21.2 | 16.7 | 16.2 | 11 | 8.2 | 8.3 | 6.7 | 5.7 | 3.8 |
Stop2 | 3.9 | 6.4 | 5.4 | 4.6 | 3.2 | 2.9 | 1.8 | 1.6 | 0.7 | 1.3 | 5 | 6.2 | 5 | 2.9 | 3.4 | 3.4 | 2.5 | 1.5 | 1.9 | 1 | |
Stop3 | 70 | 72.2 | 79 | 82.3 | 85.7 | 89.2 | 90.9 | 92.4 | 94.9 | 94.1 | 70.9 | 72.6 | 78.3 | 80.9 | 85.6 | 88.4 | 89.2 | 91.8 | 92.4 | 95.2 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Uniform Distributions | Gamma Distributions | ||||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
10 | 20 | 30 | 40 | 50 | 60 | 70 | 80 | 90 | 100 | 10 | 20 | 30 | 40 | 50 | 60 | 70 | 80 | 90 | 100 | ||
5 | Stop1 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 |
Stop2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
10 | Stop1 | 99.8 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 99.9 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 |
Stop2 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop3 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
20 | Stop1 | 99.1 | 99.6 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 98.9 | 99.9 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 |
Stop2 | 0.3 | 0.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.5 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop3 | 0.6 | 0.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
30 | Stop1 | 96.2 | 99.5 | 99.6 | 99.8 | 99.9 | 100 | 100 | 100 | 100 | 100 | 96.1 | 98.7 | 99.8 | 100 | 100 | 100 | 100 | 100 | 100 | 100 |
Stop2 | 1.5 | 0.5 | 0.4 | 0.2 | 0.1 | 0 | 0 | 0 | 0 | 0 | 1.1 | 1.1 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop3 | 2.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2.8 | 0.2 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
40 | Stop1 | 91.3 | 97.4 | 99.2 | 99.2 | 99.6 | 99.9 | 100 | 100 | 100 | 100 | 91.4 | 96.7 | 98.9 | 99.1 | 99.7 | 99.6 | 99.9 | 100 | 100 | 100 |
Stop2 | 3 | 1 | 0.2 | 0.5 | 0.1 | 0.1 | 0 | 0 | 0 | 0 | 2.1 | 1.7 | 0.6 | 0.7 | 0.3 | 0.2 | 0.1 | 0 | 0 | 0 | |
Stop3 | 5.7 | 1.6 | 0.6 | 0.3 | 0.3 | 0 | 0 | 0 | 0 | 0 | 6.5 | 1.6 | 0.5 | 0.2 | 0 | 0.2 | 0 | 0 | 0 | 0 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
50 | Stop1 | 83.4 | 92.3 | 95.3 | 97.9 | 98.2 | 98.8 | 99.3 | 99.9 | 99.8 | 100 | 81.7 | 90 | 95.5 | 97.5 | 98.7 | 98.9 | 99.4 | 99.8 | 99.9 | 99.9 |
Stop2 | 3.5 | 3.3 | 1.9 | 1.1 | 0.9 | 0.6 | 0.1 | 0.1 | 0.1 | 0 | 3.8 | 4.6 | 2.1 | 1.3 | 0.5 | 0.5 | 0.4 | 0 | 0 | 0 | |
Stop3 | 13.1 | 4.4 | 2.8 | 1 | 0.9 | 0.6 | 0.6 | 0 | 0.1 | 0 | 14.5 | 5.4 | 2.4 | 1.2 | 0.8 | 0.6 | 0.2 | 0.2 | 0.1 | 0.1 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
60 | Stop1 | 69.4 | 83.1 | 87.1 | 93.8 | 94.5 | 96.1 | 96.4 | 97.8 | 98.6 | 98.3 | 71.2 | 81.5 | 89.2 | 92.6 | 93.5 | 95.1 | 98 | 98.2 | 98.5 | 98.9 |
Stop2 | 5.7 | 6.7 | 5 | 2.5 | 2.2 | 1.3 | 0.8 | 0.7 | 0.4 | 0.6 | 6.5 | 6.8 | 3.3 | 3.3 | 2.3 | 2.1 | 0.5 | 0.8 | 0.7 | 0.1 | |
Stop3 | 24.9 | 10.2 | 7.9 | 3.7 | 3.3 | 2.6 | 2.8 | 1.5 | 1 | 1.1 | 22.3 | 11.7 | 7.5 | 4.1 | 4.2 | 2.8 | 1.5 | 1 | 0.8 | 1 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
70 | Stop1 | 59.2 | 70.2 | 75.5 | 81.1 | 81.6 | 88.1 | 87.9 | 92.4 | 92.8 | 93.6 | 58.4 | 72.7 | 74.8 | 81.5 | 85.8 | 87.8 | 88 | 91 | 90.3 | 93.7 |
Stop2 | 5.8 | 7.4 | 6.6 | 6 | 5.2 | 4.1 | 3.7 | 1.7 | 1.1 | 2.4 | 4.3 | 8.3 | 7.6 | 4.4 | 3.6 | 3.2 | 4.1 | 2.4 | 2.6 | 2 | |
Stop3 | 35 | 22.4 | 17.9 | 12.9 | 13.2 | 7.8 | 8.4 | 5.9 | 6.1 | 4 | 37.3 | 19 | 17.6 | 14.1 | 10.6 | 9 | 7.9 | 6.6 | 7.1 | 4.3 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
80 | Stop1 | 45 | 57.2 | 61.8 | 62.7 | 67.8 | 68.7 | 71 | 74.9 | 75.5 | 77 | 46.8 | 54.8 | 61.1 | 64.1 | 69.4 | 71 | 71.4 | 73.8 | 75.8 | 76 |
Stop2 | 7 | 8.5 | 7.2 | 7.4 | 7.5 | 6 | 6 | 5.2 | 4.2 | 3.9 | 5.5 | 7.5 | 7 | 7.7 | 6.4 | 5.3 | 6.4 | 4.5 | 4.4 | 3.5 | |
Stop3 | 48 | 34.3 | 31 | 29.9 | 24.7 | 25.3 | 23 | 19.9 | 20.3 | 19.1 | 47.7 | 37.7 | 31.9 | 28.2 | 24.2 | 23.7 | 22.2 | 21.7 | 19.8 | 20.5 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
90 | Stop1 | 35.2 | 41.2 | 38.7 | 44.2 | 42.5 | 45.6 | 46.2 | 45.2 | 50.3 | 50 | 37.2 | 37.3 | 41.3 | 43.8 | 43.3 | 46.5 | 48 | 46.7 | 47.5 | 49.4 |
Stop2 | 6 | 8.3 | 9.8 | 7.7 | 7.8 | 7.4 | 6.4 | 6.2 | 6.4 | 5.5 | 5.4 | 8.7 | 9.8 | 8.9 | 9.3 | 9.2 | 6.4 | 6.9 | 6.2 | 5.7 | |
Stop3 | 58.8 | 50.5 | 51.5 | 48.1 | 49.7 | 47 | 47.4 | 48.6 | 43.3 | 44.5 | 57.4 | 54 | 48.9 | 47.3 | 47.4 | 44.3 | 45.6 | 46.4 | 46.3 | 44.9 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
100 | Stop1 | 25.7 | 28.8 | 25.2 | 22.6 | 21.4 | 21.4 | 20.2 | 20.5 | 19 | 22.1 | 26.5 | 26 | 25.2 | 25.5 | 25.1 | 22.1 | 22.8 | 19.9 | 23.8 | 20.7 |
Stop2 | 4.1 | 8.6 | 8.1 | 6.9 | 7.9 | 5.9 | 6.6 | 5.4 | 5.5 | 4.3 | 3.7 | 9.2 | 7.8 | 6 | 7.2 | 7.1 | 5.4 | 5.1 | 4.8 | 4.9 | |
Stop3 | 70.2 | 62.6 | 66.7 | 70.5 | 70.7 | 72.7 | 73.2 | 74.1 | 75.5 | 73.6 | 69.8 | 64.8 | 67 | 68.5 | 67.7 | 70.8 | 71.8 | 75 | 71.4 | 74.4 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Uniform Distributions | Gamma Distributions | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
20 | 40 | 60 | 80 | 100 | 20 | 40 | 60 | 80 | 100 | ||
5 | Stop1 | 99 | 99.5 | 99.7 | 99.3 | 99.4 | 98.1 | 99.7 | 99.8 | 99.2 | 99.7 |
Stop2 | 0.3 | 0.3 | 0.2 | 0.4 | 0.6 | 0.4 | 0.2 | 0 | 0.6 | 0.3 | |
Stop3 | 0.7 | 0.2 | 0.1 | 0.3 | 0 | 1.5 | 0.1 | 0.2 | 0.2 | 0 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
10 | Stop1 | 96.4 | 97.4 | 98.4 | 97.8 | 97.1 | 95.4 | 97.6 | 97.7 | 98 | 98.6 |
Stop2 | 0.9 | 1.1 | 0.7 | 1.2 | 0.7 | 1.5 | 1.4 | 1 | 1.3 | 0.3 | |
Stop3 | 2.7 | 1.5 | 0.9 | 1 | 2.2 | 3.1 | 1 | 1.3 | 0.7 | 1.1 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
20 | Stop1 | 84.3 | 81.4 | 76.5 | 71.7 | 67.9 | 86.5 | 80.5 | 73.8 | 71 | 66.5 |
Stop2 | 3.1 | 3.5 | 3.7 | 2.5 | 2.1 | 2.9 | 3.5 | 2.9 | 3.7 | 1.7 | |
Stop3 | 12.6 | 15.1 | 19.8 | 25.8 | 30 | 10.6 | 16 | 23.3 | 25.3 | 31.8 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
30 | Stop1 | 61.8 | 52.9 | 38.4 | 27.1 | 20.9 | 65.1 | 53 | 40 | 29.3 | 20.3 |
Stop2 | 5.7 | 2.9 | 2.1 | 2.1 | 0.3 | 3.4 | 2.6 | 1.4 | 1.4 | 1.2 | |
Stop3 | 32.5 | 44.2 | 59.5 | 70.8 | 78.8 | 31.4 | 44.4 | 58.6 | 69.3 | 78.5 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0.1 | 0 | 0 | 0 | 0 | |
40 | Stop1 | 38.6 | 25.5 | 14.1 | 7.3 | 3.1 | 40 | 24.4 | 13.6 | 6.5 | 3.2 |
Stop2 | 5.4 | 1.2 | 1.2 | 0.4 | 0.3 | 4.5 | 2.4 | 0.4 | 0.4 | 0.1 | |
Stop3 | 56 | 73.3 | 84.7 | 92.3 | 96.6 | 55.5 | 73.2 | 86 | 93.1 | 96.7 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
50 | Stop1 | 27.4 | 8.4 | 3.2 | 1.7 | 0.3 | 25.9 | 10.9 | 3.3 | 0.9 | 0.3 |
Stop2 | 2.3 | 1.4 | 0.3 | 0 | 0 | 3.7 | 1.1 | 0 | 0 | 0 | |
Stop3 | 70.2 | 90.2 | 96.5 | 98.3 | 99.7 | 70.4 | 88 | 96.7 | 99.1 | 99.7 | |
Stop4 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
60 | Stop1 | 14.3 | 3.4 | 0.5 | 0.2 | 0 | 15.7 | 3.2 | 0.6 | 0.3 | 0 |
Stop2 | 2.3 | 0.4 | 0 | 0 | 0 | 1.8 | 0.1 | 0.3 | 0 | 0 | |
Stop3 | 83.4 | 96.2 | 99.5 | 99.8 | 100 | 82.4 | 96.7 | 99.1 | 99.7 | 100 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0.1 | 0 | 0 | 0 | 0 | |
70 | Stop1 | 8 | 1.1 | 0.3 | 0 | 0 | 6.5 | 1.7 | 0.1 | 0 | 0 |
Stop2 | 0.9 | 0 | 0 | 0 | 0 | 1.5 | 0 | 0.1 | 0 | 0 | |
Stop3 | 91.1 | 98.9 | 99.7 | 100 | 100 | 91.8 | 98.3 | 99.8 | 100 | 100 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0.2 | 0 | 0 | 0 | 0 | |
80 | Stop1 | 4 | 0.1 | 0 | 0.1 | 0 | 5.1 | 0.2 | 0 | 0 | 0 |
Stop2 | 0.5 | 0.1 | 0 | 0 | 0 | 0.9 | 0 | 0 | 0 | 0 | |
Stop3 | 95.5 | 99.8 | 100 | 99.9 | 100 | 93.8 | 99.8 | 100 | 100 | 100 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0.2 | 0 | 0 | 0 | 0 | |
90 | Stop1 | 2.6 | 0.3 | 0 | 0 | 0 | 2.2 | 0 | 0 | 0 | 0 |
Stop2 | 0.3 | 0 | 0 | 0 | 0 | 0.4 | 0 | 0 | 0 | 0 | |
Stop3 | 97.1 | 99.7 | 100 | 100 | 100 | 97 | 100 | 100 | 100 | 100 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0.4 | 0 | 0 | 0 | 0 | |
100 | Stop1 | 0.9 | 0 | 0 | 0 | 0 | 1.5 | 0 | 0 | 0 | 0 |
Stop2 | 0.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop3 | 98.8 | 100 | 100 | 100 | 100 | 98.4 | 100 | 100 | 100 | 100 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0.1 | 0 | 0 | 0 | 0 |
Uniform Distributions | Gamma Distributions | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
20 | 40 | 60 | 80 | 100 | 20 | 40 | 60 | 80 | 100 | ||
5 | Stop1 | 98.9 | 99.4 | 99.3 | 99.7 | 99.5 | 98.4 | 99.7 | 99.4 | 99.7 | 99.7 |
Stop2 | 0.2 | 0.3 | 0.4 | 0.3 | 0.3 | 0.4 | 0.2 | 0.2 | 0.2 | 0.2 | |
Stop3 | 0.9 | 0.3 | 0.3 | 0 | 0.2 | 1.2 | 0.1 | 0.4 | 0.1 | 0.1 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
10 | Stop1 | 97 | 98.2 | 97.7 | 98.6 | 99.3 | 95.5 | 98.6 | 98.6 | 98.4 | 98.3 |
Stop2 | 1 | 0.8 | 1.1 | 0.7 | 0.3 | 1.3 | 0.8 | 0.8 | 0.7 | 0.9 | |
Stop3 | 2 | 1 | 1.2 | 0.7 | 0.4 | 3.2 | 0.6 | 0.6 | 0.9 | 0.8 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
20 | Stop1 | 86 | 86.7 | 83.3 | 76.9 | 75.4 | 88.3 | 86.1 | 83.3 | 77.4 | 74.6 |
Stop2 | 2.6 | 2.8 | 2.5 | 3.1 | 2.5 | 2.5 | 2.3 | 3.1 | 2.7 | 2.3 | |
Stop3 | 11.4 | 10.5 | 14.2 | 20 | 22.1 | 9.2 | 11.6 | 13.6 | 19.9 | 23.1 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
30 | Stop1 | 67.1 | 58.1 | 47.1 | 36.1 | 29.3 | 69 | 64.5 | 48.2 | 38.6 | 28.7 |
Stop2 | 3.1 | 3.2 | 2.8 | 2.6 | 1.5 | 3.2 | 2.1 | 2.2 | 2 | 1.2 | |
Stop3 | 29.8 | 38.7 | 50.1 | 61.3 | 69.2 | 27.8 | 33.4 | 49.6 | 59.4 | 70.1 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
40 | Stop1 | 48.2 | 30.1 | 18.9 | 11.1 | 8.3 | 45.6 | 31.8 | 17.6 | 10.5 | 6.6 |
Stop2 | 2.7 | 3.7 | 1.2 | 0.3 | 0.1 | 4.3 | 2.6 | 1.9 | 0.7 | 0.3 | |
Stop3 | 49.1 | 66.2 | 79.9 | 88.6 | 91.6 | 50.1 | 65.6 | 80.5 | 88.8 | 93.1 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
50 | Stop1 | 30.1 | 15.1 | 7.4 | 3 | 1.2 | 29.1 | 13.2 | 6 | 2.7 | 1.7 |
Stop2 | 2.8 | 1.3 | 0.7 | 0.3 | 0 | 2.6 | 1.1 | 0.3 | 0.2 | 0 | |
Stop3 | 67.1 | 83.6 | 91.9 | 96.7 | 98.8 | 68.3 | 85.7 | 93.7 | 97.1 | 98.3 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
60 | Stop1 | 19.2 | 7.6 | 1.9 | 0.5 | 0 | 21.1 | 5.9 | 2.6 | 0.5 | 0.3 |
Stop2 | 1.5 | 0.4 | 0 | 0 | 0.1 | 2 | 0.5 | 0.2 | 0 | 0 | |
Stop3 | 79.3 | 92 | 98.1 | 99.5 | 99.9 | 76.9 | 93.6 | 97.2 | 99.5 | 99.7 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
70 | Stop1 | 11.4 | 2.6 | 0.9 | 0 | 0 | 12 | 3.1 | 0.3 | 0 | 0.1 |
Stop2 | 1.9 | 0.1 | 0 | 0 | 0 | 0.8 | 0.2 | 0 | 0 | 0 | |
Stop3 | 86.7 | 97.3 | 99.1 | 100 | 100 | 87.2 | 96.7 | 99.7 | 100 | 99.9 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
80 | Stop1 | 7.6 | 1.2 | 0.1 | 0 | 0 | 7.9 | 0.6 | 0.2 | 0 | 0 |
Stop2 | 0.7 | 0.1 | 0 | 0 | 0 | 1 | 0.1 | 0 | 0 | 0 | |
Stop3 | 91.7 | 98.7 | 99.9 | 100 | 100 | 91.1 | 99.3 | 99.8 | 100 | 100 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
90 | Stop1 | 3.4 | 0.6 | 0.1 | 0 | 0 | 4.6 | 0.5 | 0.1 | 0 | 0 |
Stop2 | 0.4 | 0 | 0 | 0 | 0 | 0.5 | 0 | 0 | 0 | 0 | |
Stop3 | 96.2 | 99.4 | 99.9 | 100 | 100 | 94.9 | 99.5 | 99.9 | 100 | 100 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
100 | Stop1 | 2.7 | 0.2 | 0 | 0 | 0 | 2.9 | 0.2 | 0 | 0 | 0 |
Stop2 | 0.5 | 0 | 0 | 0 | 0 | 0.3 | 0 | 0 | 0 | 0 | |
Stop3 | 96.8 | 99.8 | 100 | 100 | 100 | 96.8 | 99.8 | 100 | 100 | 100 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Uniform Distributions | Gamma Distributions | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
20 | 40 | 60 | 80 | 100 | 20 | 40 | 60 | 80 | 100 | ||
5 | Stop1 | 98.6 | 99.2 | 99.6 | 99.4 | 99.5 | 98.3 | 99.2 | 99.7 | 99.8 | 99.6 |
Stop2 | 0.1 | 0.4 | 0.3 | 0.4 | 0.5 | 0.5 | 0.1 | 0.1 | 0.1 | 0.3 | |
Stop3 | 1.3 | 0.4 | 0.1 | 0.2 | 0 | 1.2 | 0.7 | 0.2 | 0.1 | 0.1 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
10 | Stop1 | 96.1 | 98.5 | 99.7 | 99.1 | 99.1 | 96.6 | 98.2 | 98.2 | 98.9 | 98.4 |
Stop2 | 1.1 | 0.6 | 0.2 | 0.7 | 0.4 | 0.3 | 0.9 | 1.2 | 0.6 | 0.9 | |
Stop3 | 2.8 | 0.9 | 0.1 | 0.2 | 0.5 | 3.1 | 0.9 | 0.6 | 0.5 | 0.7 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
20 | Stop1 | 88.8 | 87.6 | 84.6 | 80.1 | 77.6 | 89.5 | 89.8 | 84.6 | 83.5 | 79.3 |
Stop2 | 1.9 | 2.4 | 2.6 | 2.2 | 2.8 | 3 | 1.9 | 2.7 | 1.9 | 2.4 | |
Stop3 | 9.3 | 10 | 12.8 | 17.7 | 19.6 | 7.5 | 8.3 | 12.7 | 14.6 | 18.3 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
30 | Stop1 | 72 | 62.3 | 52.3 | 43.2 | 33.5 | 70.6 | 63.1 | 53 | 42.4 | 36.9 |
Stop2 | 3.4 | 2.2 | 3.9 | 3 | 1.8 | 3.9 | 3.4 | 3.9 | 2.5 | 0.6 | |
Stop3 | 24.6 | 35.5 | 43.8 | 53.8 | 64.7 | 25.5 | 33.5 | 43.1 | 55.1 | 62.5 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
40 | Stop1 | 50.6 | 37.1 | 25.9 | 15 | 9.9 | 50.7 | 36.4 | 25.9 | 16.5 | 10.3 |
Stop2 | 3.7 | 2.1 | 1.8 | 0.7 | 0.4 | 3.5 | 2.7 | 1.3 | 1 | 0.4 | |
Stop3 | 45.7 | 60.8 | 72.3 | 84.3 | 89.7 | 45.8 | 60.9 | 72.8 | 82.5 | 89.3 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
50 | Stop1 | 36.2 | 19.5 | 9.4 | 4.5 | 1.7 | 33.2 | 17.9 | 9.6 | 4.3 | 2.8 |
Stop2 | 3.1 | 1.6 | 0 | 0.1 | 0.2 | 3.9 | 0.9 | 0.6 | 0.3 | 0 | |
Stop3 | 60.7 | 78.9 | 90.6 | 95.4 | 98.1 | 62.9 | 81.2 | 89.8 | 95.4 | 97.2 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
60 | Stop1 | 25.2 | 7.7 | 3.1 | 1.2 | 0.3 | 24 | 7.6 | 3.5 | 0.6 | 0.5 |
Stop2 | 2 | 0.7 | 0.3 | 0 | 0 | 1.6 | 1.2 | 0.2 | 0 | 0 | |
Stop3 | 72.8 | 91.6 | 96.6 | 98.8 | 99.7 | 74.4 | 91.2 | 96.3 | 99.4 | 99.5 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
70 | Stop1 | 12 | 3.3 | 0.8 | 0.2 | 0.4 | 16.6 | 4.1 | 1.6 | 0.5 | 0.1 |
Stop2 | 2.3 | 0.4 | 0.1 | 0 | 0 | 1.1 | 0.7 | 0 | 0 | 0 | |
Stop3 | 85.7 | 96.3 | 99.1 | 99.8 | 99.6 | 82.3 | 95.2 | 98.4 | 99.5 | 99.9 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
80 | Stop1 | 9.4 | 1.8 | 0.3 | 0 | 0 | 9.9 | 1.8 | 0.1 | 0 | 0 |
Stop2 | 1.4 | 0.1 | 0 | 0 | 0 | 1 | 0.1 | 0 | 0 | 0 | |
Stop3 | 89.2 | 98.1 | 99.7 | 100 | 100 | 89 | 98.1 | 99.9 | 100 | 100 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0.1 | 0 | 0 | 0 | 0 | |
90 | Stop1 | 5.6 | 0.3 | 0.1 | 0.1 | 0 | 6.5 | 0.6 | 0.1 | 0 | 0 |
Stop2 | 0.7 | 0.1 | 0 | 0 | 0 | 0.3 | 0.1 | 0 | 0 | 0 | |
Stop3 | 93.7 | 99.6 | 99.9 | 99.9 | 100 | 93.2 | 99.3 | 99.9 | 100 | 100 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
100 | Stop1 | 4.5 | 0.5 | 0 | 0 | 0 | 4.5 | 0.2 | 0 | 0 | 0 |
Stop2 | 0.2 | 0 | 0 | 0 | 0 | 0.2 | 0 | 0 | 0 | 0 | |
Stop3 | 95.3 | 99.5 | 100 | 100 | 100 | 95.3 | 99.8 | 100 | 100 | 100 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Uniform Distributions | Gamma Distributions | ||||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
10 | 20 | 30 | 40 | 50 | 60 | 70 | 80 | 90 | 100 | 10 | 20 | 30 | 40 | 50 | 60 | 70 | 80 | 90 | 100 | ||
5 | Stop1 | 98.9 | 99.5 | 100 | 99.8 | 100 | 99.9 | 100 | 100 | 100 | 99.9 | 98.4 | 99.4 | 99.9 | 100 | 99.9 | 99.9 | 100 | 100 | 100 | 100 |
Stop2 | 0.4 | 0 | 0 | 0.2 | 0 | 0 | 0 | 0 | 0 | 0.1 | 0 | 0.3 | 0.1 | 0 | 0 | 0.1 | 0 | 0 | 0 | 0 | |
Stop3 | 0.7 | 0.5 | 0 | 0 | 0 | 0.1 | 0 | 0 | 0 | 0 | 1.6 | 0.3 | 0 | 0 | 0.1 | 0 | 0 | 0 | 0 | 0 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
10 | Stop1 | 95.9 | 98.9 | 98.9 | 100 | 99.8 | 100 | 100 | 100 | 99.9 | 99.9 | 96.2 | 98.4 | 99.5 | 99.7 | 99.8 | 99.9 | 99.9 | 99.8 | 99.8 | 99.9 |
Stop2 | 0.2 | 0.5 | 0.6 | 0 | 0.2 | 0 | 0 | 0 | 0.1 | 0 | 0.3 | 0.3 | 0.2 | 0.1 | 0.1 | 0.1 | 0.1 | 0.2 | 0.2 | 0.1 | |
Stop3 | 3.8 | 0.6 | 0.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0.1 | 3.4 | 1.3 | 0.3 | 0.2 | 0.1 | 0 | 0 | 0 | 0 | 0 | |
Stop4 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
20 | Stop1 | 88.8 | 97 | 97.1 | 97.8 | 97.8 | 97.5 | 98.2 | 98.7 | 97.5 | 97.9 | 88.5 | 95.3 | 96.5 | 97.2 | 97.6 | 97.3 | 97.9 | 98.3 | 98.2 | 97.5 |
Stop2 | 1.6 | 1.2 | 1.1 | 0.5 | 0.6 | 1 | 0.6 | 0.4 | 0.2 | 0.2 | 1.6 | 1.6 | 1 | 1.3 | 0.5 | 0.7 | 0.8 | 0.7 | 0.6 | 0.4 | |
Stop3 | 9.5 | 1.8 | 1.8 | 1.7 | 1.6 | 1.5 | 1.2 | 0.9 | 2.3 | 1.9 | 9.8 | 3.1 | 2.5 | 1.5 | 1.9 | 2 | 1.3 | 1 | 1.2 | 2.1 | |
Stop4 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
30 | Stop1 | 79.3 | 85.8 | 86.6 | 85.1 | 81.4 | 83.3 | 82.6 | 79.2 | 77.4 | 75.9 | 80.4 | 86.3 | 86.5 | 85.1 | 81.2 | 81.6 | 80.8 | 80 | 79 | 76.1 |
Stop2 | 3.7 | 2.2 | 2.5 | 1.7 | 2.9 | 1.8 | 1.5 | 1.2 | 1.5 | 1 | 2.4 | 2.8 | 2.8 | 1.7 | 1.9 | 1.4 | 1.4 | 1.3 | 1 | 0.6 | |
Stop3 | 17 | 12 | 10.9 | 13.2 | 15.7 | 14.9 | 15.9 | 19.6 | 21.1 | 23.1 | 16.9 | 10.9 | 10.7 | 13.2 | 16.9 | 17 | 17.8 | 18.7 | 20 | 23.3 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
40 | Stop1 | 66.6 | 71.7 | 65.8 | 62.2 | 58.2 | 53.1 | 48.4 | 44 | 42 | 38.3 | 65.8 | 70.1 | 65.8 | 60.9 | 57.4 | 52.7 | 53.9 | 46.8 | 40.6 | 38.5 |
Stop2 | 3 | 2.6 | 2.4 | 2.8 | 2.2 | 2.4 | 1.7 | 2 | 1.1 | 0.9 | 2.6 | 2.7 | 2.6 | 1.8 | 1.6 | 1.5 | 2.1 | 1 | 0.9 | 1.1 | |
Stop3 | 30.2 | 25.7 | 31.8 | 35 | 39.6 | 44.5 | 49.9 | 54 | 56.9 | 60.8 | 31.1 | 27.2 | 31.6 | 37.3 | 41 | 45.8 | 44 | 52.2 | 58.5 | 60.4 | |
Stop4 | 0.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
50 | Stop1 | 55.8 | 55.3 | 46.9 | 38.9 | 30.9 | 25.5 | 22.2 | 19.9 | 15.1 | 13.2 | 56 | 52.9 | 44.3 | 39.4 | 34.1 | 27.4 | 22.6 | 18.2 | 17.5 | 14.9 |
Stop2 | 2.6 | 2.9 | 2.4 | 2.5 | 1.7 | 1 | 0.8 | 0.3 | 0.7 | 0.6 | 3.3 | 3.5 | 2.4 | 1.4 | 1.7 | 1.1 | 0.7 | 0.5 | 0.4 | 0.7 | |
Stop3 | 41.6 | 41.8 | 50.7 | 58.6 | 67.4 | 73.5 | 77 | 79.8 | 84.2 | 86.2 | 40.5 | 43.6 | 53.3 | 59.2 | 64.2 | 71.5 | 76.7 | 81.3 | 82.1 | 84.4 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
60 | Stop1 | 44.4 | 35.9 | 27.8 | 20.1 | 15.6 | 12.7 | 8.6 | 7.1 | 7.8 | 3.3 | 43.6 | 36.5 | 26.2 | 20.7 | 14.6 | 9.9 | 8.8 | 6.4 | 4.2 | 3.2 |
Stop2 | 3.2 | 2.7 | 1.6 | 0.9 | 0.8 | 0.7 | 0.2 | 0.1 | 0.2 | 0.1 | 3.3 | 2 | 1.4 | 1.8 | 1.7 | 0.2 | 0.2 | 0.3 | 0.1 | 0 | |
Stop3 | 52.2 | 61.4 | 70.6 | 79 | 83.6 | 86.6 | 91.2 | 92.8 | 92 | 96.6 | 52.5 | 61.5 | 72.4 | 77.5 | 83.7 | 89.9 | 91 | 93.3 | 95.7 | 96.8 | |
Stop4 | 0.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
70 | Stop1 | 33.5 | 25.4 | 17 | 11.2 | 6.6 | 2.8 | 2 | 1.2 | 1.1 | 0.7 | 36.7 | 24 | 17.3 | 11.6 | 5.7 | 5.2 | 3.5 | 1.5 | 0.7 | 1.1 |
Stop2 | 2.5 | 2 | 1.5 | 0.4 | 0.5 | 0.1 | 0.3 | 0.2 | 0.1 | 0 | 2.4 | 1.9 | 1 | 0.5 | 0.2 | 0.2 | 0 | 0.1 | 0 | 0 | |
Stop3 | 63.8 | 72.6 | 81.5 | 88.4 | 92.9 | 97.1 | 97.7 | 98.6 | 98.8 | 99.3 | 60.5 | 74.1 | 81.7 | 87.9 | 94.1 | 94.6 | 96.5 | 98.4 | 99.3 | 98.9 | |
Stop4 | 0.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
80 | Stop1 | 29.8 | 13.5 | 10 | 5.1 | 2.9 | 1.2 | 0.3 | 0.4 | 0 | 0.1 | 27.9 | 18.6 | 8.4 | 4 | 2.5 | 1.4 | 0.9 | 0.4 | 0.2 | 0.1 |
Stop2 | 1.9 | 1.4 | 0.3 | 0.4 | 0.1 | 0 | 0 | 0.1 | 0 | 0 | 2.5 | 0.8 | 0.5 | 0.2 | 0.1 | 0.2 | 0 | 0 | 0 | 0 | |
Stop3 | 68.1 | 85.1 | 89.7 | 94.5 | 97 | 98.8 | 99.7 | 99.5 | 100 | 99.9 | 68.8 | 80.6 | 91.1 | 95.8 | 97.4 | 98.4 | 99.1 | 99.6 | 99.8 | 99.9 | |
Stop4 | 0.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
90 | Stop1 | 22.4 | 10.5 | 3.9 | 1.7 | 0.7 | 0.1 | 0.3 | 0.2 | 0 | 0 | 20.8 | 10.2 | 4.5 | 3.1 | 0.7 | 0.2 | 0.3 | 0 | 0 | 0 |
Stop2 | 1.9 | 0.6 | 0.6 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 1.6 | 0.9 | 0.5 | 0 | 0 | 0.1 | 0 | 0 | 0 | 0 | |
Stop3 | 75.3 | 88.9 | 95.5 | 98.2 | 99.3 | 99.9 | 99.7 | 99.8 | 100 | 100 | 76.8 | 88.9 | 95 | 96.9 | 99.3 | 99.7 | 99.7 | 100 | 100 | 100 | |
Stop4 | 0.4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
100 | Stop1 | 15.6 | 5.9 | 1.5 | 0.9 | 0.6 | 0.1 | 0.1 | 0 | 0 | 0 | 15.9 | 6.7 | 2.6 | 0.9 | 0.2 | 0.1 | 0.2 | 0 | 0 | 0 |
Stop2 | 1.6 | 0.7 | 0.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1.7 | 0.2 | 0.2 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop3 | 82.3 | 93.4 | 98.3 | 99.1 | 99.4 | 99.9 | 99.9 | 100 | 100 | 100 | 81.4 | 93.1 | 97.2 | 99 | 99.8 | 99.9 | 99.8 | 100 | 100 | 100 | |
Stop4 | 0.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Uniform Distributions | Gamma Distributions | ||||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
10 | 20 | 30 | 40 | 50 | 60 | 70 | 80 | 90 | 100 | 10 | 20 | 30 | 40 | 50 | 60 | 70 | 80 | 90 | 100 | ||
5 | Stop1 | 99.9 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 |
Stop2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop3 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
10 | Stop1 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 |
Stop2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
20 | Stop1 | 99.3 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 99.5 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 |
Stop2 | 0.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop3 | 0.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
30 | Stop1 | 98.4 | 99.9 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 99 | 99.9 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 |
Stop2 | 0.5 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop3 | 1.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.9 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
40 | Stop1 | 97 | 99.8 | 99.9 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 96.4 | 99.8 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 |
Stop2 | 0.1 | 0 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.5 | 0.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop3 | 2.9 | 0.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
50 | Stop1 | 93 | 99 | 99.9 | 99.9 | 100 | 100 | 100 | 100 | 100 | 100 | 92.8 | 99.6 | 99.9 | 100 | 100 | 100 | 100 | 100 | 100 | 100 |
Stop2 | 1.2 | 0.5 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.9 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop3 | 5.8 | 0.5 | 0 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 6.3 | 0.3 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
60 | Stop1 | 86.6 | 97.9 | 99.6 | 99.5 | 99.8 | 99.8 | 99.8 | 99.9 | 100 | 100 | 85.8 | 97.1 | 99.3 | 99.6 | 99.8 | 99.7 | 99.9 | 100 | 100 | 100 |
Stop2 | 1.4 | 0.5 | 0 | 0.2 | 0 | 0.1 | 0 | 0 | 0 | 0 | 1.5 | 0.4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop3 | 12 | 1.6 | 0.4 | 0.3 | 0.2 | 0.1 | 0.2 | 0.1 | 0 | 0 | 12.7 | 2.5 | 0.7 | 0.4 | 0.2 | 0.3 | 0.1 | 0 | 0 | 0 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
70 | Stop1 | 82.3 | 92.5 | 96.7 | 97.2 | 98.6 | 98.1 | 99 | 99.2 | 99.5 | 99.7 | 80 | 92.7 | 96.5 | 97.5 | 97.9 | 99.2 | 99.5 | 99.5 | 99.8 | 99.5 |
Stop2 | 1.8 | 1.1 | 0.2 | 0.2 | 0 | 0 | 0.1 | 0 | 0 | 0.1 | 1.7 | 0.5 | 0 | 0.2 | 0.1 | 0 | 0 | 0 | 0 | 0 | |
Stop3 | 15.9 | 6.4 | 3.1 | 2.6 | 1.4 | 1.9 | 0.9 | 0.8 | 0.5 | 0.2 | 18.3 | 6.8 | 3.5 | 2.3 | 2 | 0.8 | 0.5 | 0.5 | 0.2 | 0.5 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
80 | Stop1 | 71.8 | 85.9 | 91.5 | 93.8 | 94.4 | 95.3 | 95.6 | 97.7 | 97.3 | 98.1 | 73.1 | 87.2 | 91 | 93.1 | 95.1 | 95.9 | 96.7 | 97.3 | 98.1 | 98.8 |
Stop2 | 1.9 | 1.2 | 0.6 | 0.2 | 0.5 | 0 | 0 | 0.1 | 0 | 0.1 | 2 | 0.9 | 0.2 | 0.7 | 0.1 | 0.2 | 0 | 0.3 | 0 | 0 | |
Stop3 | 26.3 | 12.9 | 7.9 | 6 | 5.1 | 4.7 | 4.4 | 2.2 | 2.7 | 1.8 | 24.9 | 11.9 | 8.8 | 6.2 | 4.8 | 3.9 | 3.3 | 2.4 | 1.9 | 1.2 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
90 | Stop1 | 63.2 | 77.8 | 81.6 | 84.2 | 85 | 88.7 | 89.9 | 91.5 | 93.6 | 93.6 | 61.7 | 77.2 | 83.3 | 85 | 86.4 | 88 | 90.4 | 91.4 | 92.7 | 94.4 |
Stop2 | 2.6 | 1 | 0.8 | 1.1 | 0.2 | 0.2 | 0.6 | 0.2 | 0.1 | 0.2 | 2.6 | 1.9 | 0.9 | 0.2 | 0.5 | 0.2 | 0.1 | 0.1 | 0 | 0.1 | |
Stop3 | 34.2 | 21.2 | 17.6 | 14.7 | 14.8 | 11.1 | 9.5 | 8.3 | 6.3 | 6.2 | 35.7 | 20.9 | 15.8 | 14.8 | 13.1 | 11.8 | 9.5 | 8.5 | 7.3 | 5.5 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
100 | Stop1 | 53.1 | 66.7 | 68.3 | 70.3 | 74.1 | 74.1 | 75.6 | 78.3 | 81 | 84.1 | 51.8 | 67 | 69.8 | 71 | 72.5 | 75.9 | 75.7 | 79.6 | 79.8 | 80.3 |
Stop2 | 2.1 | 1.7 | 0.6 | 0.8 | 0.3 | 0.7 | 0.3 | 0.2 | 0.1 | 0.3 | 2.4 | 0.9 | 1 | 0.7 | 1.1 | 0.5 | 0.3 | 0.6 | 0.3 | 0.5 | |
Stop3 | 44.8 | 31.6 | 31.1 | 28.9 | 25.6 | 25.2 | 24.1 | 21.5 | 18.9 | 15.6 | 45.8 | 32.1 | 29.2 | 28.3 | 26.4 | 23.6 | 24 | 19.8 | 19.9 | 19.2 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Uniform Distributions | Gamma Distributions | ||||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
10 | 20 | 30 | 40 | 50 | 60 | 70 | 80 | 90 | 100 | 10 | 20 | 30 | 40 | 50 | 60 | 70 | 80 | 90 | 100 | ||
5 | Stop1 | 99.2 | 99.6 | 99.8 | 100 | 99.9 | 100 | 100 | 100 | 100 | 100 | 98.5 | 99.8 | 99.9 | 99.9 | 100 | 100 | 100 | 100 | 100 | 100 |
Stop2 | 0 | 0.1 | 0.2 | 0 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0.2 | 0.1 | 0.1 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop3 | 0.8 | 0.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1.3 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
10 | Stop1 | 98.1 | 99.2 | 99.4 | 99.9 | 99.9 | 99.8 | 100 | 100 | 100 | 100 | 96.4 | 99.2 | 99.8 | 99.7 | 99.8 | 99.9 | 99.9 | 100 | 100 | 100 |
Stop2 | 0.1 | 0.5 | 0.4 | 0.1 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0.6 | 0.3 | 0.2 | 0.1 | 0 | 0.1 | 0.1 | 0 | 0 | 0 | |
Stop3 | 1.8 | 0.3 | 0.2 | 0 | 0 | 0.2 | 0 | 0 | 0 | 0 | 3 | 0.5 | 0 | 0.2 | 0.2 | 0 | 0 | 0 | 0 | 0 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
20 | Stop1 | 91.3 | 97.7 | 97.7 | 97.8 | 99.1 | 98.7 | 98.8 | 98.7 | 99.1 | 99.6 | 90.3 | 96.5 | 97.6 | 98 | 98.4 | 99.1 | 99.4 | 99.4 | 99.2 | 99 |
Stop2 | 1.4 | 0.8 | 0.8 | 0.7 | 0.4 | 0.7 | 0.4 | 0.4 | 0.1 | 0.1 | 0.3 | 1.3 | 1.4 | 0.9 | 0.7 | 0.6 | 0.1 | 0 | 0.6 | 0.3 | |
Stop3 | 7.3 | 1.5 | 1.5 | 1.5 | 0.5 | 0.6 | 0.8 | 0.9 | 0.8 | 0.3 | 9.4 | 2.2 | 1 | 1.1 | 0.9 | 0.3 | 0.5 | 0.6 | 0.2 | 0.7 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
30 | Stop1 | 83.4 | 90.5 | 92 | 91.4 | 89.7 | 90.8 | 90.4 | 88.7 | 88.8 | 87 | 82.8 | 92.2 | 91.8 | 92.1 | 90.5 | 90.5 | 88.7 | 89.8 | 87.6 | 86.9 |
Stop2 | 1.7 | 1.7 | 1.7 | 1.1 | 1.2 | 1.6 | 0.6 | 1.4 | 1.1 | 1 | 1.6 | 1.2 | 1.5 | 0.8 | 1.5 | 1.8 | 0.6 | 1.2 | 1.3 | 1.1 | |
Stop3 | 14.8 | 7.8 | 6.3 | 7.5 | 9.1 | 7.6 | 9 | 9.9 | 10.1 | 12 | 15.6 | 6.6 | 6.7 | 7.1 | 8 | 7.7 | 10.7 | 9 | 11.1 | 12 | |
Stop4 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
40 | Stop1 | 75.8 | 78.3 | 76.6 | 74 | 72 | 69.2 | 65.5 | 62.7 | 57.6 | 59.2 | 74.3 | 78.2 | 78.1 | 76.3 | 70.5 | 68.3 | 64 | 65.5 | 61.2 | 58.2 |
Stop2 | 1.9 | 3 | 3 | 1.9 | 1.6 | 1.4 | 1.8 | 1 | 0.9 | 1.2 | 1.6 | 2.7 | 2.3 | 1.3 | 2.5 | 1.8 | 1.7 | 0.9 | 1.4 | 1.5 | |
Stop3 | 22 | 18.7 | 20.4 | 24.1 | 26.4 | 29.4 | 32.7 | 36.3 | 41.5 | 39.6 | 24 | 19.1 | 19.6 | 22.4 | 27 | 29.9 | 34.3 | 33.6 | 37.4 | 40.3 | |
Stop4 | 0.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
50 | Stop1 | 64.4 | 65 | 59.6 | 53.1 | 46.9 | 40.6 | 40.1 | 35 | 31.4 | 30.4 | 64.6 | 63.3 | 57.6 | 53.9 | 49.4 | 42.6 | 38.3 | 36.6 | 32.4 | 28 |
Stop2 | 1.9 | 2.8 | 1.9 | 2.1 | 1.7 | 1.5 | 0.8 | 1.1 | 1.5 | 0.7 | 1.6 | 3.8 | 2.4 | 1.5 | 1.3 | 1.1 | 0.8 | 1.1 | 1.3 | 1.1 | |
Stop3 | 33.7 | 32.2 | 38.5 | 44.8 | 51.4 | 57.9 | 59.1 | 63.9 | 67.1 | 68.9 | 33.6 | 32.9 | 40 | 44.6 | 49.3 | 56.3 | 60.9 | 62.3 | 66.3 | 70.9 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
60 | Stop1 | 54.4 | 52.2 | 42.3 | 33 | 28.1 | 21.7 | 19.9 | 15.8 | 13.7 | 11.3 | 54.4 | 49.2 | 43.4 | 33.6 | 26.7 | 22.2 | 20.2 | 14.9 | 13 | 11.1 |
Stop2 | 1.4 | 2.9 | 1.8 | 1.6 | 1.4 | 0.7 | 0.4 | 0.3 | 0.2 | 0.3 | 2.4 | 2.4 | 2.3 | 2.8 | 0.9 | 0.9 | 0.7 | 0.4 | 0.3 | 0.3 | |
Stop3 | 44.1 | 44.9 | 55.9 | 65.4 | 70.5 | 77.6 | 79.7 | 83.9 | 86.1 | 88.4 | 43 | 48.4 | 54.3 | 63.6 | 72.4 | 76.9 | 79.1 | 84.7 | 86.7 | 88.6 | |
Stop4 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
70 | Stop1 | 47 | 37.9 | 25.3 | 21 | 14.1 | 11 | 7.5 | 6 | 4.4 | 3.1 | 44.2 | 34.1 | 28.5 | 19.4 | 14 | 11.3 | 7.5 | 4.4 | 4.1 | 3.1 |
Stop2 | 1.5 | 1.4 | 1.3 | 1.5 | 0.7 | 0.5 | 0.3 | 0.2 | 0.1 | 0 | 2.1 | 2.9 | 1.4 | 0.7 | 0.9 | 0.4 | 0.1 | 0.2 | 0.1 | 0.1 | |
Stop3 | 51.5 | 60.7 | 73.4 | 77.5 | 85.2 | 88.5 | 92.2 | 93.8 | 95.5 | 96.9 | 53.4 | 63 | 70.1 | 79.9 | 85.1 | 88.3 | 92.4 | 95.4 | 95.8 | 96.8 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
80 | Stop1 | 38 | 26.7 | 16 | 10.5 | 6.4 | 4.9 | 2.5 | 1.9 | 0.8 | 0.7 | 35 | 26.1 | 17.6 | 10.4 | 8.1 | 4.2 | 2.2 | 2.1 | 1.3 | 0.5 |
Stop2 | 1.3 | 1.7 | 1.3 | 1 | 0.9 | 0.1 | 0 | 0.1 | 0 | 0 | 1.6 | 1.3 | 0.7 | 0.7 | 0.3 | 0.4 | 0 | 0 | 0 | 0 | |
Stop3 | 60.6 | 71.6 | 82.7 | 88.5 | 92.7 | 95 | 97.5 | 98 | 99.2 | 99.3 | 63.1 | 72.6 | 81.7 | 88.9 | 91.6 | 95.4 | 97.8 | 97.9 | 98.7 | 99.5 | |
Stop4 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
90 | Stop1 | 29 | 15.7 | 9.2 | 4.7 | 3.8 | 1.7 | 1.6 | 0 | 0.2 | 0.3 | 29.5 | 16.7 | 10.2 | 5.9 | 3.2 | 2.1 | 1.1 | 0.7 | 0.3 | 0.2 |
Stop2 | 1.5 | 1.4 | 0.7 | 0.4 | 0.1 | 0.2 | 0.1 | 0 | 0 | 0.1 | 1.7 | 1.2 | 0.4 | 0.3 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop3 | 69.3 | 82.9 | 90.1 | 94.9 | 96.1 | 98.1 | 98.3 | 100 | 99.8 | 99.6 | 68.6 | 82.1 | 89.4 | 93.8 | 96.8 | 97.9 | 98.9 | 99.3 | 99.7 | 99.8 | |
Stop4 | 0.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
100 | Stop1 | 21.6 | 12.2 | 6.7 | 2.4 | 1.6 | 0.6 | 0.2 | 0.1 | 0.1 | 0 | 23 | 11 | 5.8 | 3 | 1.7 | 0.5 | 0.2 | 0.3 | 0 | 0 |
Stop2 | 1.2 | 0.8 | 0.1 | 0.1 | 0.1 | 0 | 0 | 0 | 0.1 | 0 | 1.1 | 0.6 | 0.5 | 0.2 | 0.1 | 0 | 0 | 0 | 0 | 0 | |
Stop3 | 77 | 87 | 93.2 | 97.5 | 98.3 | 99.4 | 99.8 | 99.9 | 99.8 | 100 | 75.3 | 88.4 | 93.7 | 96.8 | 98.2 | 99.5 | 99.8 | 99.7 | 100 | 100 | |
Stop4 | 0.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Uniform Distributions | Gamma Distributions | ||||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
10 | 20 | 30 | 40 | 50 | 60 | 70 | 80 | 90 | 100 | 10 | 20 | 30 | 40 | 50 | 60 | 70 | 80 | 90 | 100 | ||
5 | Stop1 | 98.6 | 99.9 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 99.3 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 |
Stop2 | 0.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop3 | 1.2 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
10 | Stop1 | 97.8 | 99.4 | 99.8 | 99.8 | 100 | 99.8 | 100 | 100 | 100 | 100 | 97.3 | 99.7 | 99.7 | 100 | 100 | 99.9 | 100 | 100 | 99.9 | 100 |
Stop2 | 0.2 | 0.1 | 0.1 | 0.2 | 0 | 0.2 | 0 | 0 | 0 | 0 | 0.2 | 0.1 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0.1 | 0 | |
Stop3 | 2 | 0.5 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2.5 | 0.2 | 0.2 | 0 | 0 | 0.1 | 0 | 0 | 0 | 0 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
20 | Stop1 | 93.5 | 98.1 | 98.1 | 99.4 | 99.1 | 99.7 | 99.6 | 99.9 | 99.7 | 99.4 | 95 | 97.5 | 98.8 | 99 | 99.5 | 99.5 | 99.8 | 99.7 | 99.6 | 100 |
Stop2 | 0.4 | 0.8 | 0.6 | 0.2 | 0.4 | 0.2 | 0.2 | 0.1 | 0.3 | 0.2 | 0.6 | 0.7 | 0.6 | 0.5 | 0.5 | 0.3 | 0.1 | 0.2 | 0.3 | 0 | |
Stop3 | 6.1 | 1.1 | 1.3 | 0.4 | 0.5 | 0.1 | 0.2 | 0 | 0 | 0.4 | 4.4 | 1.8 | 0.6 | 0.5 | 0 | 0.2 | 0.1 | 0.1 | 0.1 | 0 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
30 | Stop1 | 85.9 | 94.2 | 96.1 | 95.2 | 94.3 | 95.3 | 96.1 | 95.8 | 95.8 | 95.2 | 89.9 | 94.2 | 94.2 | 95.3 | 95.4 | 95.9 | 95.2 | 95.2 | 92.8 | 96.3 |
Stop2 | 0.6 | 1.4 | 1.1 | 1.1 | 1.2 | 0.5 | 0.7 | 1.1 | 0.3 | 0.4 | 0.9 | 0.8 | 1.4 | 1 | 1.5 | 1 | 1.2 | 0.6 | 1.1 | 0.3 | |
Stop3 | 13.5 | 4.4 | 2.8 | 3.7 | 4.5 | 4.2 | 3.2 | 3.1 | 3.9 | 4.4 | 9.2 | 5 | 4.4 | 3.7 | 3.1 | 3.1 | 3.6 | 4.2 | 6.1 | 3.4 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
40 | Stop1 | 80.5 | 85.7 | 85.5 | 83.4 | 85.4 | 81.9 | 82.3 | 77.7 | 77.8 | 77.5 | 81.7 | 85.9 | 88.3 | 85.6 | 82.1 | 84.3 | 81.6 | 79.1 | 80.9 | 80.1 |
Stop2 | 1.3 | 2.2 | 1.9 | 1.9 | 1.3 | 1.4 | 1.6 | 1.7 | 0.7 | 1.2 | 1.4 | 2.2 | 1.5 | 2.3 | 2 | 1.3 | 0.4 | 1.6 | 1 | 0.9 | |
Stop3 | 18.2 | 12.1 | 12.6 | 14.7 | 13.3 | 16.7 | 16.1 | 20.6 | 21.5 | 21.3 | 16.9 | 11.9 | 10.2 | 12.1 | 15.9 | 14.4 | 18 | 19.3 | 18.1 | 19 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
50 | Stop1 | 74.1 | 74.8 | 72.6 | 70 | 67 | 62 | 59.2 | 58.5 | 54.9 | 52.7 | 73 | 75.9 | 73.6 | 69.7 | 67.6 | 60.9 | 62.6 | 59.1 | 56.6 | 52 |
Stop2 | 1.2 | 2.6 | 2.5 | 1.8 | 1.3 | 1.5 | 1.5 | 0.9 | 0.9 | 0.6 | 0.9 | 2.1 | 2.1 | 1.3 | 1.2 | 1.1 | 0.8 | 1 | 0.6 | 0.4 | |
Stop3 | 24.7 | 22.6 | 24.9 | 28.2 | 31.7 | 36.5 | 39.3 | 40.6 | 44.2 | 46.7 | 26.1 | 22 | 24.3 | 29 | 31.2 | 38 | 36.6 | 39.9 | 42.8 | 47.6 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
60 | Stop1 | 66.9 | 64.3 | 60.9 | 52.3 | 45 | 46.7 | 40 | 37.4 | 34.6 | 32.2 | 63.8 | 64.2 | 58.4 | 55.9 | 48.2 | 42.8 | 40.1 | 35.9 | 36.3 | 31.2 |
Stop2 | 1.3 | 3.2 | 1.6 | 2.5 | 1.5 | 0.9 | 1.8 | 0.9 | 0.8 | 0.9 | 0.8 | 2 | 1.9 | 1.6 | 1.8 | 1.4 | 1.2 | 1.3 | 0.9 | 1.3 | |
Stop3 | 31.8 | 32.5 | 37.5 | 45.2 | 53.5 | 52.4 | 58.2 | 61.7 | 64.6 | 66.9 | 35.4 | 33.8 | 39.7 | 42.5 | 50 | 55.8 | 58.7 | 62.8 | 62.8 | 67.5 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
70 | Stop1 | 58.4 | 52.6 | 42.7 | 38.7 | 34.6 | 29.4 | 21.1 | 21.5 | 17.6 | 16.3 | 57.7 | 50.8 | 45 | 37.9 | 31 | 27.6 | 26.2 | 21.6 | 20.5 | 15.1 |
Stop2 | 1.4 | 2.2 | 1 | 2.3 | 0.8 | 0.7 | 0.5 | 0.3 | 0.2 | 0.1 | 0.9 | 3.5 | 2.4 | 1.1 | 1.3 | 0.6 | 0.6 | 0.4 | 0.3 | 0 | |
Stop3 | 40.2 | 45.2 | 56.3 | 59 | 64.6 | 69.9 | 78.4 | 78.2 | 82.2 | 83.6 | 41.3 | 45.7 | 52.6 | 61 | 67.7 | 71.8 | 73.2 | 78 | 79.2 | 84.9 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
80 | Stop1 | 51.9 | 40.7 | 34.1 | 28.3 | 21.4 | 14.2 | 13.9 | 9.9 | 9.8 | 8 | 49.7 | 41.7 | 33.3 | 27.1 | 24.1 | 17.4 | 14.1 | 12.6 | 8.8 | 7.5 |
Stop2 | 0.9 | 1.7 | 1.4 | 1.4 | 0.2 | 0.1 | 0.2 | 0.3 | 0.1 | 0 | 0.8 | 2.5 | 1.6 | 0.9 | 0.5 | 0.3 | 0.6 | 0.5 | 0 | 0 | |
Stop3 | 47.2 | 57.6 | 64.5 | 70.3 | 78.4 | 85.7 | 85.9 | 89.8 | 90.1 | 92 | 49.4 | 55.8 | 65.1 | 72 | 75.4 | 82.3 | 85.3 | 86.9 | 91.2 | 92.5 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
90 | Stop1 | 44.2 | 31.3 | 24.6 | 17.3 | 12.3 | 11 | 7.1 | 4.7 | 3.6 | 4.2 | 44 | 32.7 | 24.8 | 16.3 | 12.7 | 10 | 7.9 | 6.5 | 4.2 | 3.8 |
Stop2 | 1.3 | 1.3 | 0.4 | 0.8 | 0.2 | 0.1 | 0.1 | 0.1 | 0.1 | 0 | 1 | 1.4 | 1.2 | 1 | 0.3 | 0 | 0.1 | 0 | 0.1 | 0.1 | |
Stop3 | 54.5 | 67.4 | 75 | 81.9 | 87.5 | 88.9 | 92.8 | 95.2 | 96.3 | 95.8 | 54.6 | 65.9 | 74 | 82.7 | 87 | 90 | 92 | 93.5 | 95.7 | 96.1 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
100 | Stop1 | 36.1 | 24.3 | 17.8 | 12.4 | 7.5 | 6.2 | 3 | 2.9 | 2.3 | 1.1 | 35.5 | 25.9 | 15.3 | 10.6 | 6.9 | 5.1 | 3.1 | 2 | 1.8 | 1.7 |
Stop2 | 0.8 | 1.6 | 0.8 | 0.6 | 0.2 | 0.1 | 0 | 0 | 0.1 | 0 | 1 | 1.1 | 0.3 | 0.3 | 0.2 | 0 | 0.1 | 0 | 0 | 0 | |
Stop3 | 63.1 | 74.1 | 81.4 | 87 | 92.3 | 93.7 | 97 | 97.1 | 97.6 | 98.9 | 62.9 | 73 | 84.4 | 89.1 | 92.9 | 94.9 | 96.8 | 98 | 98.2 | 98.3 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Uniform Distributions | Gamma Distributions | ||||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
10 | 20 | 30 | 40 | 50 | 60 | 70 | 80 | 90 | 100 | 10 | 20 | 30 | 40 | 50 | 60 | 70 | 80 | 90 | 100 | ||
5 | Stop1 | 98.9 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 99.6 | 99.9 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 |
Stop2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop3 | 1.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.4 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
10 | Stop1 | 97.6 | 99.6 | 99.9 | 99.9 | 100 | 100 | 100 | 100 | 100 | 100 | 98.2 | 99.5 | 99.9 | 99.9 | 100 | 100 | 100 | 99.9 | 100 | 100 |
Stop2 | 0 | 0 | 0.1 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.1 | 0.1 | 0 | 0 | 0 | 0.1 | 0 | 0 | |
Stop3 | 2.4 | 0.4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1.8 | 0.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
20 | Stop1 | 95.8 | 98.6 | 99 | 99.7 | 99.7 | 99.9 | 99.7 | 100 | 100 | 99.9 | 95.5 | 97.6 | 99.7 | 99.3 | 99.5 | 99.8 | 100 | 99.8 | 99.9 | 100 |
Stop2 | 0 | 0.4 | 0.4 | 0.1 | 0.3 | 0.1 | 0.2 | 0 | 0 | 0.1 | 0.1 | 0.4 | 0 | 0.5 | 0.2 | 0.2 | 0 | 0.1 | 0.1 | 0 | |
Stop3 | 4.2 | 1 | 0.6 | 0.2 | 0 | 0 | 0.1 | 0 | 0 | 0 | 4.4 | 2 | 0.3 | 0.2 | 0.3 | 0 | 0 | 0.1 | 0 | 0 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
30 | Stop1 | 93.2 | 94.8 | 97.1 | 97.8 | 98.1 | 98.9 | 99 | 99 | 98.5 | 99.3 | 93.4 | 94.9 | 96.8 | 98.3 | 98.5 | 97.4 | 98.8 | 99.4 | 99.1 | 99 |
Stop2 | 0 | 0.8 | 0.5 | 0.9 | 0.2 | 0.1 | 0 | 0.4 | 0.5 | 0.1 | 0.5 | 1 | 0.7 | 0.3 | 0.4 | 0.9 | 0.2 | 0.1 | 0.5 | 0 | |
Stop3 | 6.8 | 4.4 | 2.4 | 1.3 | 1.7 | 1 | 1 | 0.6 | 1 | 0.6 | 6.1 | 4.1 | 2.5 | 1.4 | 1.1 | 1.7 | 1 | 0.5 | 0.4 | 1 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
40 | Stop1 | 88.6 | 91.1 | 91 | 91.9 | 94.5 | 91.2 | 91.7 | 92 | 93.3 | 93 | 87.7 | 90.5 | 91.6 | 92 | 92.5 | 93 | 93.1 | 92.6 | 92 | 91.5 |
Stop2 | 0.3 | 1.4 | 1.1 | 0.7 | 0.2 | 0.8 | 0.9 | 0.7 | 0.9 | 0.5 | 0.2 | 1.7 | 1 | 1.3 | 0.8 | 0.4 | 0.9 | 0.6 | 0.4 | 0.7 | |
Stop3 | 11.1 | 7.5 | 7.9 | 7.4 | 5.3 | 8 | 7.4 | 7.3 | 5.8 | 6.5 | 12.1 | 7.8 | 7.4 | 6.7 | 6.7 | 6.6 | 6 | 6.8 | 7.6 | 7.8 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
50 | Stop1 | 84.6 | 86.9 | 84.6 | 84.8 | 81 | 82 | 79.3 | 79.7 | 77.8 | 77.8 | 85 | 84.9 | 82 | 81.6 | 82 | 83.1 | 77.2 | 79.7 | 78.5 | 78.1 |
Stop2 | 0.6 | 0.9 | 1.2 | 1.6 | 1.6 | 1.1 | 1 | 0.8 | 1.1 | 0.9 | 0 | 2.2 | 1.8 | 2 | 1 | 1.2 | 1.3 | 0.9 | 1.1 | 1 | |
Stop3 | 14.8 | 12.2 | 14.2 | 13.6 | 17.4 | 16.9 | 19.7 | 19.5 | 21.1 | 21.3 | 15 | 12.9 | 16.2 | 16.4 | 17 | 15.7 | 21.5 | 19.4 | 20.4 | 20.9 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
60 | Stop1 | 79.7 | 77.8 | 75.4 | 71.5 | 71.1 | 69.2 | 63.5 | 61.3 | 59 | 58.8 | 77.5 | 75.1 | 75.4 | 71.8 | 70.7 | 66.4 | 66.3 | 63.5 | 60.1 | 60.3 |
Stop2 | 0.2 | 1.9 | 2 | 1.9 | 1.9 | 1.2 | 0.8 | 1.1 | 0.9 | 0.6 | 0.8 | 1.7 | 2.1 | 1.5 | 1.4 | 1.8 | 0.5 | 0.8 | 1.7 | 1 | |
Stop3 | 20.1 | 20.3 | 22.6 | 26.6 | 27 | 29.6 | 35.7 | 37.6 | 40.1 | 40.6 | 21.7 | 23.2 | 22.5 | 26.7 | 27.9 | 31.8 | 33.2 | 35.7 | 38.2 | 38.7 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
70 | Stop1 | 73.5 | 68.5 | 65.8 | 65.9 | 57.7 | 54.2 | 49.6 | 47.9 | 44.8 | 45.3 | 75.4 | 71.4 | 65.7 | 62.8 | 59.4 | 55.9 | 50.7 | 49.5 | 44.6 | 43.2 |
Stop2 | 0.6 | 1.7 | 1.6 | 1.4 | 1.5 | 0.7 | 0.9 | 0.7 | 0.7 | 0.8 | 0.2 | 1.5 | 1.2 | 1.2 | 1.4 | 0.7 | 1 | 0.7 | 1 | 0.7 | |
Stop3 | 25.9 | 29.8 | 32.6 | 32.7 | 40.8 | 45.1 | 49.5 | 51.4 | 54.5 | 53.9 | 24.3 | 27.1 | 33.1 | 36 | 39.2 | 43.4 | 48.3 | 49.8 | 54.4 | 56.1 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
80 | Stop1 | 67.6 | 60.5 | 58.7 | 52.8 | 46.1 | 43.5 | 40.1 | 36.7 | 35.4 | 34.2 | 66.6 | 62.4 | 53.4 | 50.8 | 49 | 43 | 41.4 | 37.8 | 38.7 | 33.7 |
Stop2 | 0.3 | 2.7 | 1.2 | 1.1 | 0.9 | 0.6 | 0.8 | 0.4 | 0.2 | 0.6 | 0.4 | 2.1 | 2 | 1.1 | 1.4 | 1 | 0.4 | 0.3 | 0.3 | 0.2 | |
Stop3 | 32.1 | 36.8 | 40.1 | 46.1 | 53 | 55.9 | 59.1 | 62.9 | 64.4 | 65.2 | 32.9 | 35.5 | 44.6 | 48.1 | 49.6 | 56 | 58.2 | 61.9 | 61 | 66.1 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
90 | Stop1 | 63.3 | 50.9 | 49.5 | 42.8 | 36.3 | 36.2 | 33.7 | 28.7 | 28.2 | 28.9 | 58.2 | 54.1 | 51.9 | 44.1 | 37.3 | 33.8 | 31.6 | 30.8 | 27 | 27.5 |
Stop2 | 0.8 | 1.5 | 1.7 | 0.9 | 0.5 | 0.1 | 0.3 | 0.2 | 0.2 | 0.3 | 0.3 | 1.4 | 1.2 | 1 | 0.7 | 0.5 | 0.4 | 0.1 | 0.3 | 0 | |
Stop3 | 35.9 | 47.6 | 48.8 | 56.3 | 63.2 | 63.7 | 66 | 71.1 | 71.6 | 70.8 | 41.5 | 44.5 | 46.9 | 54.9 | 62 | 65.7 | 68 | 69.1 | 72.7 | 72.5 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
100 | Stop1 | 58.1 | 48.4 | 41.1 | 32.5 | 30.9 | 27.2 | 24.2 | 21.2 | 23.1 | 20.4 | 55.5 | 44.4 | 38.2 | 32.2 | 32.3 | 27.7 | 24.1 | 21.8 | 22.4 | 20.3 |
Stop2 | 0.2 | 1 | 0.6 | 0.8 | 0.3 | 0.4 | 0.2 | 0.4 | 0 | 0 | 0.7 | 1.5 | 0.7 | 0.8 | 0.6 | 0.5 | 0.2 | 0.1 | 0.2 | 0 | |
Stop3 | 41.6 | 50.6 | 58.3 | 66.7 | 68.8 | 72.4 | 75.6 | 78.4 | 76.9 | 79.6 | 43.8 | 54.1 | 61.1 | 67 | 67.1 | 71.8 | 75.7 | 78.1 | 77.4 | 79.7 | |
Stop4 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Uniform Distributions | Gamma Distributions | ||||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
10 | 20 | 30 | 40 | 50 | 60 | 70 | 80 | 90 | 100 | 10 | 20 | 30 | 40 | 50 | 60 | 70 | 80 | 90 | 100 | ||
5 | Stop1 | 100 | 99.8 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 99.9 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 |
Stop2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop3 | 0 | 0.2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
10 | Stop1 | 100 | 99.9 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 99.8 | 99.9 | 100 | 100 | 100 | 100 | 100 | 100 | 100 |
Stop2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop3 | 0 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.2 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
20 | Stop1 | 100 | 99.4 | 99.9 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 99.3 | 99.9 | 100 | 100 | 100 | 100 | 100 | 100 | 100 |
Stop2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop3 | 0 | 0.6 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
30 | Stop1 | 99.9 | 98.7 | 99.7 | 99.9 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 98.6 | 99.5 | 99.5 | 99.9 | 100 | 100 | 100 | 100 | 100 |
Stop2 | 0 | 0.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.2 | 0.1 | 0.3 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop3 | 0.1 | 1 | 0.3 | 0.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1.2 | 0.4 | 0.2 | 0.1 | 0 | 0 | 0 | 0 | 0 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
40 | Stop1 | 100 | 97.3 | 99.5 | 99.7 | 99.7 | 100 | 99.8 | 100 | 99.9 | 99.9 | 100 | 97.2 | 98.6 | 99.1 | 99.8 | 100 | 100 | 100 | 99.9 | 100 |
Stop2 | 0 | 0.3 | 0.3 | 0 | 0 | 0 | 0.1 | 0 | 0 | 0 | 0 | 0.1 | 0.5 | 0.2 | 0 | 0 | 0 | 0 | 0 | 0 | |
Stop3 | 0 | 2.4 | 0.2 | 0.3 | 0.3 | 0 | 0.1 | 0 | 0.1 | 0.1 | 0 | 2.7 | 0.9 | 0.7 | 0.2 | 0 | 0 | 0 | 0.1 | 0 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
50 | Stop1 | 99.9 | 96.1 | 97 | 98.3 | 99.2 | 99 | 99.3 | 99.5 | 99.8 | 100 | 100 | 95.8 | 96.9 | 98.4 | 99.2 | 99.2 | 99.7 | 99.9 | 99.6 | 100 |
Stop2 | 0 | 0.2 | 0.5 | 0.2 | 0.3 | 0.5 | 0.2 | 0 | 0.2 | 0 | 0 | 0.2 | 0.5 | 0.4 | 0 | 0 | 0.1 | 0 | 0 | 0 | |
Stop3 | 0.1 | 3.7 | 2.5 | 1.5 | 0.5 | 0.5 | 0.5 | 0.5 | 0 | 0 | 0 | 4 | 2.6 | 1.2 | 0.8 | 0.8 | 0.2 | 0.1 | 0.4 | 0 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
60 | Stop1 | 99.7 | 94.6 | 96.1 | 96.8 | 97.8 | 98.2 | 97.9 | 98.3 | 98.7 | 99 | 99.8 | 94.9 | 95.3 | 97.6 | 97.9 | 98.3 | 96.9 | 98.8 | 98.4 | 98.6 |
Stop2 | 0 | 0.4 | 1.1 | 0.1 | 0.3 | 0.2 | 0.7 | 0 | 0.1 | 0.1 | 0 | 0.1 | 0.2 | 0.3 | 0.2 | 0.3 | 0.6 | 0.3 | 0.4 | 0.2 | |
Stop3 | 0.3 | 5 | 2.8 | 3.1 | 1.9 | 1.6 | 1.4 | 1.7 | 1.2 | 0.9 | 0.2 | 5 | 4.5 | 2.1 | 1.9 | 1.4 | 2.5 | 0.9 | 1.2 | 1.2 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
70 | Stop1 | 99.6 | 94.4 | 94.2 | 94.8 | 95.9 | 94.6 | 95.6 | 95.8 | 96.5 | 96.7 | 99.6 | 94 | 94.9 | 93.4 | 94.5 | 96 | 97 | 96.2 | 96 | 96 |
Stop2 | 0 | 0.4 | 0.6 | 0.5 | 0.6 | 0.6 | 0.3 | 0.4 | 0.4 | 0 | 0 | 0.2 | 0.7 | 0.5 | 0.4 | 0.8 | 0.2 | 0.2 | 0.4 | 0.3 | |
Stop3 | 0.4 | 5.2 | 5.2 | 4.7 | 3.5 | 4.8 | 4.1 | 3.8 | 3.1 | 3.3 | 0.4 | 5.8 | 4.4 | 6.1 | 5.1 | 3.2 | 2.8 | 3.6 | 3.6 | 3.7 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
80 | Stop1 | 99.8 | 90.9 | 92 | 91.2 | 91.2 | 92 | 92 | 92.3 | 91.9 | 92 | 99.1 | 89.5 | 92 | 91.6 | 90.8 | 92.6 | 92.4 | 93.4 | 92.6 | 92.1 |
Stop2 | 0 | 0.2 | 0.6 | 0.8 | 0.7 | 0.2 | 0.5 | 0.6 | 0.4 | 0.3 | 0 | 0.4 | 0.6 | 0.7 | 1.1 | 0.6 | 0.5 | 0.2 | 0.4 | 0.1 | |
Stop3 | 0.2 | 8.9 | 7.4 | 8 | 8.1 | 7.8 | 7.5 | 7.1 | 7.7 | 7.7 | 0.9 | 10.1 | 7.4 | 7.7 | 8.1 | 6.8 | 7.1 | 6.4 | 7 | 7.8 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
90 | Stop1 | 98.9 | 88.3 | 89.5 | 88.3 | 87.6 | 89 | 86.1 | 87.8 | 86.9 | 86.2 | 98.6 | 89.9 | 87.3 | 88.8 | 88.5 | 88.7 | 87.8 | 85.1 | 88.5 | 87.2 |
Stop2 | 0 | 0.2 | 1 | 0.9 | 1.2 | 0.5 | 0.8 | 0.6 | 0.2 | 0.3 | 0 | 0.1 | 0.5 | 0.3 | 0.4 | 0.5 | 0.7 | 0.4 | 0.6 | 0.9 | |
Stop3 | 1.1 | 11.5 | 9.5 | 10.8 | 11.2 | 10.5 | 13.1 | 11.6 | 12.9 | 13.5 | 1.4 | 10 | 12.2 | 10.9 | 11.1 | 10.8 | 11.5 | 14.5 | 10.9 | 11.9 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
100 | Stop1 | 97.8 | 88.4 | 86.6 | 83.1 | 85.7 | 83.4 | 82.8 | 81.3 | 82.1 | 82.4 | 97.6 | 90.2 | 84.4 | 85 | 84.2 | 81.7 | 80.2 | 82.2 | 80.7 | 83.2 |
Stop2 | 0 | 0.4 | 1.1 | 1 | 1 | 0.6 | 0.7 | 0.5 | 0.8 | 0.2 | 0 | 0.2 | 0.7 | 0.9 | 1.2 | 0.6 | 0.6 | 0.5 | 0.4 | 0.5 | |
Stop3 | 2.2 | 11.2 | 12.3 | 15.9 | 13.3 | 16 | 16.5 | 18.2 | 17.1 | 17.4 | 2.4 | 9.6 | 14.9 | 14.1 | 14.6 | 17.7 | 19.2 | 17.3 | 18.9 | 16.3 | |
Stop4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
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6 | 8 | 7 | 2 | - | 1 | 1 | 1 | |
7 | 9 | 9 | 3 | - | 3 | 3 | 3 | |
6 | 5 | 4 | - | 2 | 2 | 3 | 4 | |
7 | 6 | 5 | - | 3 | 4 | 4 | 4 |
98.38 | 95.66 | 74.32 | 40.09 | 18.56 | 8.65 | 4.4 | 2.48 | 1.58 | 0.95 | 0.57 | |
99.48 | 98.81 | 94.37 | 74.52 | 45.33 | 24.20 | 12.32 | 6.55 | 3.87 | 2.59 | 1.65 | |
99.87 | 99.71 | 98.99 | 95.09 | 81.33 | 59.33 | 36.65 | 21.67 | 11.93 | 7.28 | 4.39 | |
99.97 | 99.94 | 99.73 | 99.02 | 97.09 | 90.86 | 78.5 | 59.76 | 40.85 | 25.93 | 15.2 | |
100 | 99.99 | 99.93 | 99.73 | 99.13 | 97.55 | 94.21 | 86.65 | 72.35 | 51.41 | 29.45 | |
99.67 | 98.45 | 78.97 | 43.19 | 19.26 | 9.11 | 4.31 | 2.02 | 1.1 | 0.58 | 0.27 | |
99.64 | 98.86 | 84.44 | 51.06 | 24.65 | 11.88 | 6.43 | 3.34 | 1.95 | 1.02 | 0.68 | |
99.57 | 98.97 | 86.92 | 55.79 | 29.59 | 14.98 | 7.97 | 4.42 | 2.59 | 1.45 | 1.01 | |
99.84 | 99.48 | 97.46 | 83.55 | 57.09 | 34.11 | 18.95 | 11.14 | 6.81 | 4.29 | 2.8 | |
99.99 | 100 | 99.96 | 99.89 | 99.69 | 99.35 | 98.41 | 96.55 | 92.84 | 85.66 | 73.22 | |
99.87 | 99.68 | 98.37 | 90.56 | 71.05 | 48.26 | 30.28 | 18.22 | 11.36 | 7.21 | 4.79 | |
99.9 | 99.72 | 99.11 | 95.33 | 83.85 | 66.15 | 49.34 | 34.35 | 24.13 | 16.64 | 11.44 | |
99.92 | 99.75 | 99.33 | 97.97 | 92.52 | 82.69 | 70.01 | 58.6 | 48.52 | 40.36 | 32.76 | |
99.98 | 99.98 | 99.93 | 99.83 | 99.59 | 99.01 | 97.96 | 96.16 | 93.01 | 89.46 | 85.75 |
0.97 | 3.68 | 8.69 | 7.26 | 3.86 | 1.92 | 1.06 | 0.5 | 0.34 | 0.2 | 0.11 | |
0.24 | 1.24 | 5.23 | 8.59 | 7.85 | 5.33 | 2.63 | 1.49 | 0.78 | 0.59 | 0.32 | |
0.03 | 0.22 | 1.33 | 4.27 | 6.82 | 8.13 | 5.78 | 4 | 2.49 | 1.66 | 1.07 | |
0.02 | 0.06 | 0.31 | 0.93 | 2.05 | 4.15 | 5.57 | 6.53 | 5.6 | 4.44 | 3.23 | |
0 | 0.01 | 0.06 | 0.25 | 0.53 | 1.24 | 2.62 | 4.33 | 6.06 | 7.4 | 6.23 | |
0.33 | 1.01 | 2.96 | 2.31 | 1.63 | 0.88 | 0.49 | 0.25 | 0.15 | 0.07 | 0.03 | |
0.27 | 0.84 | 2.64 | 2.39 | 1.78 | 0.93 | 0.47 | 0.3 | 0.19 | 0.09 | 0.08 | |
0.28 | 0.69 | 2.38 | 2.86 | 1.76 | 1.07 | 0.6 | 0.46 | 0.26 | 0.12 | 0.04 | |
0.06 | 0.165 | 0.83 | 1.87 | 1.95 | 1.56 | 1.08 | 0.69 | 0.43 | 0.32 | 0.24 | |
0 | 0 | 0.02 | 0.04 | 0.05 | 0.14 | 0.21 | 0.3 | 0.45 | 0.68 | 0.77 | |
0.05 | 0.13 | 0.6 | 1.29 | 1.77 | 1.6 | 1.22 | 0.82 | 0.57 | 0.41 | 0.25 | |
0.01 | 0.07 | 0.36 | 0.91 | 1.49 | 1.32 | 1.48 | 1.03 | 0.7 | 0.48 | 0.36 | |
0 | 0.03 | 0.16 | 0.41 | 0.78 | 1.17 | 1.29 | 1.01 | 0.9 | 0.62 | 0.46 | |
0 | 0 | 0.01 | 0.05 | 0.08 | 0.17 | 0.28 | 0.38 | 0.45 | 0.51 | 0.59 |
Class | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 0.031511 | 0.300924 | 0.691062 | 0.333292 | 1.110492 | 0.881902 | 2.246299 | 3.263145 | 2.729286 | 3.85936 | 5.024917 | |
0.000003 | 0.000058 | 0.000225 | 0.000057 | 0.000333 | 0.000613 | 0.000733 | 0.00135 | 0.001868 | 0.001409 | 0.002253 | ||
2 | 0.0475 | 0.189872 | 0 | 0.125467 | 0 | 0.441669 | 0.243659 | 1.076096 | 3.127794 | 1.286158 | 1.353086 | |
0.000005 | 0.000023 | 0 | 0.000013 | 0 | 0.000064 | 0.000045 | 0.000189 | 0.000976 | 0.000221 | 0.000135 | ||
3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.8199 | 0 | 0 | |
0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.000082 | 0 | 0 | ||
4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||
5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||
6 | 0 | 0 | 0 | 0 | 0 | 0.411415 | 0.081623 | 0 | 0 | 0 | 0 | |
0 | 0 | 0 | 0 | 0 | 0.000082 | 0.000016 | 0 | 0 | 0 | 0 | ||
7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||
8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||
9 | 0 | 0.068237 | 0.055299 | 0 | 1.31253 | 0 | 0.91223 | 0.893705 | 1.697913 | 2.166717 | 8.617851 | |
0 | 0.000007 | 0.000006 | 0 | 0.000244 | 0 | 0.000144 | 0.000167 | 0.000338 | 0.000558 | 0.001348 | ||
10 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||
11 | 0 | 0 | 0 | 1.47875 | 3.660297 | 5.724288 | 0.810014 | 3.316178 | 0.39653 | 4.42828 | 4.666154 | |
0 | 0 | 0 | 0.000148 | 0.000694 | 0.000572 | 0.000081 | 0.000332 | 0.000040 | 0.000799 | 0.000924 | ||
12 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 7.243838 | |
0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.000724 | ||
13 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5.036085 | |
0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.000504 | ||
14 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Class | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 0.211802 | 0.509319 | 1.995284 | 2.439105 | 4.8928 | 2.670648 | 6.613935 | 8.782202 | 10.59834 | 9.153295 | 9.50327 | |
0.000055 | 0.000131 | 0.00031 | 0.000746 | 0.001754 | 0.001746 | 0.00369 | 0.005033 | 0.006755 | 0.011687 | 0.01144 | ||
2 | 0 | 0 | 0 | 0 | 0 | 4.182544 | 1.361694 | 1.070905 | 5.634459 | 7.845669 | 7.974282 | |
0 | 0 | 0 | 0 | 0 | 0.000595 | 0.000317 | 0.000107 | 0.001382 | 0.001737 | 0.001725 | ||
3 | 0 | 0 | 0 | 0 | 1.32533 | 0 | 0 | 5.566808 | 0 | 4.026352 | 5.385314 | |
0 | 0 | 0 | 0 | 0.000133 | 0 | 0 | 0.000557 | 0 | 0.000511 | 0.001354 | ||
4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6.044646 | 0 | |
0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.000604 | 0 | ||
5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||
6 | 0 | 0 | 0 | 0.061048 | 0 | 0.387884 | 1.081353 | 1.125343 | 0.710307 | 0.643768 | 0.67762 | |
0 | 0 | 0 | 0.000012 | 0 | 0.000078 | 0.000216 | 0.000401 | 0.000206 | 0.000343 | 0.000136 | ||
7 | 0 | 0 | 0.143177 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
0 | 0 | 0.000029 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||
8 | 0 | 0 | 0.388797 | 0 | 0.426346 | 0 | 0.289505 | 0.059146 | 2.478004 | 1.167724 | 4.748751 | |
0 | 0 | 0.000078 | 0 | 0.000085 | 0 | 0.000029 | 0.000006 | 0.000442 | 0.000234 | 0.000948 | ||
9 | 2.64165 | 6.620637 | 5.266738 | 4.163808 | 10.56515 | 0 | 0 | 0 | 0 | 0 | 0 | |
0.000852 | 0.001946 | 0.001696 | 0.001615 | 0.003941 | 0 | 0 | 0 | 0 | 0 | 0 | ||
10 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.714515 | 0 | 0.334513 | 3.232162 | |
0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.000071 | 0 | 0.000033 | 0.000584 | ||
11 | 2.988951 | 10.50113 | 2.526341 | 5.632594 | 7.258956 | 0 | 0 | 0 | 0 | 0 | 0 | |
0.0003 | 0.001289 | 0.000431 | 0.000887 | 0.001595 | 0 | 0 | 0 | 0 | 0 | 0 | ||
12 | 0 | 0.095929 | 1.639148 | 17.64929 | 6.3913 | 0 | 0 | 0 | 0 | 0 | 0 | |
0 | 0.000010 | 0.000164 | 0.002948 | 0.001737 | 0 | 0 | 0 | 0 | 0 | 0 | ||
13 | 0 | 0.967642 | 0.7847 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
0 | 0.000097 | 0.000078 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||
14 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
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Sotskov, Y.N.; Matsveichuk, N.M.; Hatsura, V.D. Schedule Execution for Two-Machine Job-Shop to Minimize Makespan with Uncertain Processing Times. Mathematics 2020, 8, 1314. https://0-doi-org.brum.beds.ac.uk/10.3390/math8081314
Sotskov YN, Matsveichuk NM, Hatsura VD. Schedule Execution for Two-Machine Job-Shop to Minimize Makespan with Uncertain Processing Times. Mathematics. 2020; 8(8):1314. https://0-doi-org.brum.beds.ac.uk/10.3390/math8081314
Chicago/Turabian StyleSotskov, Yuri N., Natalja M. Matsveichuk, and Vadzim D. Hatsura. 2020. "Schedule Execution for Two-Machine Job-Shop to Minimize Makespan with Uncertain Processing Times" Mathematics 8, no. 8: 1314. https://0-doi-org.brum.beds.ac.uk/10.3390/math8081314