General Metric Spaces: Usage and Applications in Statistics and Fixed Point Theory

A special issue of Mathematics (ISSN 2227-7390). This special issue belongs to the section "Fuzzy Sets, Systems and Decision Making".

Deadline for manuscript submissions: closed (15 December 2023) | Viewed by 21159

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Department of Statistics and Operations Research, University of Granada, 18010 Granada, Spain
Interests: fuzzy numbers; fuzzy decision making; fuzzy regression; aggregation functions; fixed point theory
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Special Issue Information

Dear Colleagues,

Fixed-point theory has wide applicability, but it was initially applied in order to prove the existence and, in some cases, uniqueness, of a special class of points satisfying a certain condition. Essentially, it represents the solution of an equation that can be of diverse nature: integral equations, differential equations, matrixial equations, etc. Such elements are known as “fixed points” because there must be an operator that associates these points to themselves.

The underlying space in which a fixed-point problem is posed must be provided with an abstract metric structure, that is, there must be a mapping that recalls the “distance” between two arbitrary points. At the beginning, only metric spaces were considered because they satisfied the key properties that guarantee the existence and uniqueness of fixed points: non-negativity, identity of indiscernibles, symmetry, and triangle inequality. However, along the years, many researchers have introduced a great variety of subtle changes that have generalized and extended the notion of “metric” in several ways. Today, it is usual to find investigations in the setting of extended real metrics, semimetrics, quasimetrics, pseudometrics, fuzzy metric spaces, probabilistic metric spaces, partial metric spaces, Branciari spaces, RS spaces, G-metric spaces, etc.

These modifications have highlighted, in recent years, the great importance of the notion of “metric” (or “distance”) which underlies the considered space. In several fields of study, it has become a key tool which deserves independent and theoretical study. For instance, the metric is essential in statistics in order to apply the minimum squares methodology, and also in the computer sciences, where the distance (or “similarity measure”) between two fuzzy objects is considered in many real-life problems as image detection or classification theory.

This Special Issue is devoted (but not limited) to the wide range of applications of the notion of “metric” in all fields of study, including topics such as:

  • Fixed point theory;
  • Fuzzy distances;
  • Generalized distances in abstract metrics spaces;
  • Applications of metrics in statistics;
  • Use of metrics in regression analysis;
  • Convergence analysis;
  • Metrics in computer sciences.

Prof. Dr. Antonio Francisco Roldán López de Hierro
Guest Editor

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Keywords

  • Metric
  • Distance
  • Metric space
  • Fixed point
  • Regression analysis

Published Papers (12 papers)

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15 pages, 272 KiB  
Article
Fixed Point Results in Controlled Metric Spaces with Applications
by Abdullah Eqal Al-Mazrooei and Jamshaid Ahmad
Mathematics 2022, 10(3), 490; https://0-doi-org.brum.beds.ac.uk/10.3390/math10030490 - 03 Feb 2022
Cited by 2 | Viewed by 1142
Abstract
The aim of this paper is to obtain some common fixed point theorems for generalized contractions involving certain control functions in controlled metric space and derive some generalized fixed point results as a consequence of our main results. We also prove some common [...] Read more.
The aim of this paper is to obtain some common fixed point theorems for generalized contractions involving certain control functions in controlled metric space and derive some generalized fixed point results as a consequence of our main results. We also prove some common fixed point theorems in controlled metric spaces endowed with a graph. Our results will generalize and amend many famous results from the literature. We also provide an example to show the authenticity of the established results. As an application of our main result, we investigate the solution of integral equations. Full article
11 pages, 277 KiB  
Article
The Extended Cone b-Metric-like Spaces over Banach Algebra and Some Applications
by Jerolina Fernandez, Neeraj Malviya, Ana Savić, Marija Paunović and Zoran D. Mitrović
Mathematics 2022, 10(1), 149; https://0-doi-org.brum.beds.ac.uk/10.3390/math10010149 - 04 Jan 2022
Cited by 5 | Viewed by 1611
Abstract
In this paper, we introduce the structure of extended cone b-metric-like spaces over Banach algebra as a generalization of cone b-metric-like spaces over Banach algebra. In this generalized space we define the notion of generalized Lipschitz mappings in the setup of [...] Read more.
In this paper, we introduce the structure of extended cone b-metric-like spaces over Banach algebra as a generalization of cone b-metric-like spaces over Banach algebra. In this generalized space we define the notion of generalized Lipschitz mappings in the setup of extended cone b-metric-like spaces over Banach algebra and investigated some fixed point results. We also provide examples to illustrate the results presented herein. Finally, as an application of our main result, we examine the existence and uniqueness of solution for a Fredholm integral equation. Full article
13 pages, 304 KiB  
Article
New Results on F-Contractions in Complete Metric Spaces
by Jelena Vujaković, Nataša Kontrec, Marina Tošić, Nicola Fabiano and Stojan Radenović
Mathematics 2022, 10(1), 12; https://0-doi-org.brum.beds.ac.uk/10.3390/math10010012 - 21 Dec 2021
Cited by 1 | Viewed by 2028
Abstract
The main purpose of this paper is to improve, generalize, unify, extend and enrich the recent results established by Dung and Hang (2015), Piri and Kumam (2014, 2016), and Singh et al. (2018). In our proofs, we only use the property (F1) of [...] Read more.
The main purpose of this paper is to improve, generalize, unify, extend and enrich the recent results established by Dung and Hang (2015), Piri and Kumam (2014, 2016), and Singh et al. (2018). In our proofs, we only use the property (F1) of Wardowski’s F-contraction, while the many authors in their papers still use all tree properties of F-contraction as well as two new properties introduced by Piri and Kumam. Our approach in this paper indicates that for most results with F-contraction, property (F1) is sufficient. It is interesting to investigate whether (F1) is sufficient in the case of multi-valued mappings. Full article
21 pages, 340 KiB  
Article
A New Approach to Proinov-Type Fixed-Point Results in Non-Archimedean Fuzzy Metric Spaces
by Mi Zhou, Naeem Saleem, Xiaolan Liu, Andreea Fulga and Antonio Francisco Roldán López de Hierro
Mathematics 2021, 9(23), 3001; https://0-doi-org.brum.beds.ac.uk/10.3390/math9233001 - 23 Nov 2021
Cited by 19 | Viewed by 1733
Abstract
Very recently, by considering a self-mapping T on a complete metric space satisfying a general contractivity condition of the form ψ(d(Tx,Ty))φ(d(x,y)), Proinov [...] Read more.
Very recently, by considering a self-mapping T on a complete metric space satisfying a general contractivity condition of the form ψ(d(Tx,Ty))φ(d(x,y)), Proinov proved some fixed-point theorems, which extended and unified many existing results in the literature. Accordingly, inspired by Proinov-type contraction conditions, Roldán López de Hierro et al. introduced a novel family of contractions in fuzzy metric spaces (in the sense of George and Veeramani), whose main advantage is the very weak constraints imposed on the auxiliary functions that appear in the contractivity condition. They also proved the existence and uniqueness of fixed points for the discussed family of fuzzy contractions in the setting of non-Archimedean fuzzy metric spaces. In this paper, we introduce a new family of fuzzy contractions based on Proinov-type contractions for which the involved auxiliary functions are not supposed to satisfy any monotonicity assumptions; further, we establish some new results about the existence and uniqueness of fixed points. Furthermore, we show how the main results in the above-mentioned paper can be deduced from our main statements. In this way, our conclusions provide a positive partial solution to one of the open problems posed by such authors for deleting or weakening the hypothesis of the nondecreasingness character of the auxiliary functions. Full article
12 pages, 299 KiB  
Article
Weak and Strong Convergence Theorems for Common Attractive Points of Widely More Generalized Hybrid Mappings in Hilbert Spaces
by Panadda Thongpaen, Attapol Kaewkhao, Narawadee Phudolsitthiphat, Suthep Suantai and Warunun Inthakon
Mathematics 2021, 9(19), 2491; https://0-doi-org.brum.beds.ac.uk/10.3390/math9192491 - 05 Oct 2021
Cited by 2 | Viewed by 1419
Abstract
In this work, we study iterative methods for the approximation of common attractive points of two widely more generalized hybrid mappings in Hilbert spaces and obtain weak and strong convergence theorems without assuming the closedness for the domain. A numerical example supporting our [...] Read more.
In this work, we study iterative methods for the approximation of common attractive points of two widely more generalized hybrid mappings in Hilbert spaces and obtain weak and strong convergence theorems without assuming the closedness for the domain. A numerical example supporting our main result is also presented. As a consequence, our main results can be applied to solving a common fixed point problem. Full article
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18 pages, 1571 KiB  
Article
A Fuzzy Delphi Consensus Methodology Based on a Fuzzy Ranking
by Antonio Francisco Roldán López de Hierro, Miguel Sánchez, Daniel Puente-Fernández, Rafael Montoya-Juárez and Concepción Roldán
Mathematics 2021, 9(18), 2323; https://0-doi-org.brum.beds.ac.uk/10.3390/math9182323 - 19 Sep 2021
Cited by 5 | Viewed by 2884
Abstract
Delphi multi-round survey is a procedure that has been widely and successfully used to aggregate experts’ opinions about some previously established statements or questions. Such opinions are usually expressed as real numbers and some commentaries. The evolution of the consensus can be shown [...] Read more.
Delphi multi-round survey is a procedure that has been widely and successfully used to aggregate experts’ opinions about some previously established statements or questions. Such opinions are usually expressed as real numbers and some commentaries. The evolution of the consensus can be shown by an increase in the agreement percentages, and a decrease in the number of comments made. A consensus is reached when this percentage exceeds a certain previously set threshold. If this threshold has not been reached, the moderator modifies the questionnaire according to the comments he/she has collected, and the following round begins. In this paper, a new fuzzy Delphi method is introduced. On the one hand, the experts’ subjective judgments are collected as fuzzy numbers, enriching the approach. On the other hand, such opinions are collected through a computerized application that is able to interpret the experts’ opinions as fuzzy numbers. Finally, we employ a recently introduced fuzzy ranking methodology, satisfying many properties according to human intuition, in order to determine whether the expert’s fuzzy opinion is favorable enough (comparing with a fixed fuzzy number that indicates Agree or Strongly Agree). A cross-cultural validation was performed to illustrate the applicability of the proposed method. The proposed approach is simple for two reasons: it does not need a defuzzification step of the experts’ answers, and it can consider a wide range of fuzzy numbers not only triangular or trapezoidal fuzzy numbers. Full article
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15 pages, 305 KiB  
Article
Equivalence of Certain Iteration Processes Obtained by Two New Classes of Operators
by Mujahid Abbas, Rizwan Anjum and Vasile Berinde
Mathematics 2021, 9(18), 2292; https://0-doi-org.brum.beds.ac.uk/10.3390/math9182292 - 17 Sep 2021
Cited by 10 | Viewed by 1330
Abstract
The aim of this paper is two fold: the first is to define two new classes of mappings and show the existence and iterative approximation of their fixed points; the second is to show that the Ishikawa, Mann, and Krasnoselskij iteration methods defined [...] Read more.
The aim of this paper is two fold: the first is to define two new classes of mappings and show the existence and iterative approximation of their fixed points; the second is to show that the Ishikawa, Mann, and Krasnoselskij iteration methods defined for such classes of mappings are equivalent. An application of the main results to solve split feasibility and variational inequality problems are also given. Full article
12 pages, 290 KiB  
Article
Coupled Fixed Point Results in Banach Spaces with Applications
by Mian Bahadur Zada, Muhammad Sarwar, Thabet Abdeljawad and Aiman Mukheimer
Mathematics 2021, 9(18), 2283; https://0-doi-org.brum.beds.ac.uk/10.3390/math9182283 - 16 Sep 2021
Cited by 5 | Viewed by 1531
Abstract
The aim of this work is to discuss the existence of solutions to the system of fractional variable order hybrid differential equations. For this reason, we establish coupled fixed point results in Banach spaces. Full article
23 pages, 329 KiB  
Article
Exciting Fixed Point Results under a New Control Function with Supportive Application in Fuzzy Cone Metric Spaces
by Hasanen A. Hammad and Manuel De la Sen
Mathematics 2021, 9(18), 2267; https://0-doi-org.brum.beds.ac.uk/10.3390/math9182267 - 15 Sep 2021
Cited by 5 | Viewed by 1196
Abstract
The objective of this paper is to present a new notion of a tripled fixed point (TFP) findings by virtue of a control function in the framework of fuzzy cone metric spaces (FCM-spaces). This function is a continuous one-to-one self-map that is subsequentially [...] Read more.
The objective of this paper is to present a new notion of a tripled fixed point (TFP) findings by virtue of a control function in the framework of fuzzy cone metric spaces (FCM-spaces). This function is a continuous one-to-one self-map that is subsequentially convergent (SC) in FCM-spaces. Moreover, by using the triangular property of a FCM, some unique TFP results are shown under modified contractive-type conditions. Additionally, two examples are discussed to uplift our work. Ultimately, to examine and support the theoretical results, the existence and uniqueness solution to a system of Volterra integral equations (VIEs) are obtained. Full article
16 pages, 356 KiB  
Article
Common Positive Solution of Two Nonlinear Matrix Equations Using Fixed Point Results
by Hemant Kumar Nashine, Rajendra Pant and Reny George
Mathematics 2021, 9(18), 2199; https://0-doi-org.brum.beds.ac.uk/10.3390/math9182199 - 08 Sep 2021
Cited by 3 | Viewed by 1431
Abstract
We discuss a pair of nonlinear matrix equations (NMEs) of the form X=R1+i=1kAi*F(X)Ai, [...] Read more.
We discuss a pair of nonlinear matrix equations (NMEs) of the form X=R1+i=1kAi*F(X)Ai, X=R2+i=1kBi*G(X)Bi, where R1,R2P(n), Ai,BiM(n), i=1,,k, and the operators F,G:P(n)P(n) are continuous in the trace norm. We go through the necessary criteria for a common positive definite solution of the given NME to exist. We develop the concept of a joint Suzuki-implicit type pair of mappings to meet the requirement and achieve certain existence findings under weaker assumptions. Some concrete instances are provided to show the validity of our findings. An example is provided that contains a randomly generated matrix as well as convergence and error analysis. Furthermore, we offer graphical representations of average CPU time analysis for various initializations. Full article
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10 pages, 279 KiB  
Article
Fixed Point Theorems for Nonexpansive Mappings under Binary Relations
by Aftab Alam, Reny George, Mohammad Imdad and Md Hasanuzzaman
Mathematics 2021, 9(17), 2059; https://0-doi-org.brum.beds.ac.uk/10.3390/math9172059 - 26 Aug 2021
Cited by 8 | Viewed by 1661
Abstract
In the present article, we establish relation-theoretic fixed point theorems in a Banach space, satisfying the Opial condition, using the R-Krasnoselskii sequence. We observe that graphical versions (Fixed Point Theory Appl. 2015:49 (2015) 6 pp.) and order-theoretic versions (Fixed Point Theory Appl. [...] Read more.
In the present article, we establish relation-theoretic fixed point theorems in a Banach space, satisfying the Opial condition, using the R-Krasnoselskii sequence. We observe that graphical versions (Fixed Point Theory Appl. 2015:49 (2015) 6 pp.) and order-theoretic versions (Fixed Point Theory Appl. 2015:110 (2015) 7 pp.) of such results can be extended to a transitive binary relation. Full article
12 pages, 273 KiB  
Article
On the Admissibility of the Fixed Points Set of a Mapping with Respect to Another Mapping
by Bessem Samet
Mathematics 2021, 9(16), 1981; https://0-doi-org.brum.beds.ac.uk/10.3390/math9161981 - 19 Aug 2021
Cited by 1 | Viewed by 1152
Abstract
Let (M,δ) be a metric space, f:MM, and g:M[0,+). In this paper, we obtain sufficient conditions under which the set of fixed points of [...] Read more.
Let (M,δ) be a metric space, f:MM, and g:M[0,+). In this paper, we obtain sufficient conditions under which the set of fixed points of f is g-admissible, i.e., Fix(f) and Fix(f)g10. Some special cases of our main results are discussed and some examples are given. Full article
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