Limit Theorems and Applications of Set-Valued and Fuzzy Set-Valued Random Variables

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Publisher : Springer Science & Business Media
ISBN 13 : 9401599327
Total Pages : 399 pages
Book Rating : 4.4/5 (15 download)

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Book Synopsis Limit Theorems and Applications of Set-Valued and Fuzzy Set-Valued Random Variables by : Shoumei Li

Download or read book Limit Theorems and Applications of Set-Valued and Fuzzy Set-Valued Random Variables written by Shoumei Li and published by Springer Science & Business Media. This book was released on 2013-04-17 with total page 399 pages. Available in PDF, EPUB and Kindle. Book excerpt: After the pioneering works by Robbins {1944, 1945) and Choquet (1955), the notation of a set-valued random variable (called a random closed set in literatures) was systematically introduced by Kendall {1974) and Matheron {1975). It is well known that the theory of set-valued random variables is a natural extension of that of general real-valued random variables or random vectors. However, owing to the topological structure of the space of closed sets and special features of set-theoretic operations ( cf. Beer [27]), set-valued random variables have many special properties. This gives new meanings for the classical probability theory. As a result of the development in this area in the past more than 30 years, the theory of set-valued random variables with many applications has become one of new and active branches in probability theory. In practice also, we are often faced with random experiments whose outcomes are not numbers but are expressed in inexact linguistic terms.

Limit Theorems and Applications of Set-Valued and Fuzzy Set-Valued Random Variables

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Publisher :
ISBN 13 : 9789401599337
Total Pages : 412 pages
Book Rating : 4.5/5 (993 download)

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Book Synopsis Limit Theorems and Applications of Set-Valued and Fuzzy Set-Valued Random Variables by : Shoumei Li

Download or read book Limit Theorems and Applications of Set-Valued and Fuzzy Set-Valued Random Variables written by Shoumei Li and published by . This book was released on 2014-01-15 with total page 412 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Fuzzy Sets Theory and Applications

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Publisher : Springer Science & Business Media
ISBN 13 : 9400946821
Total Pages : 405 pages
Book Rating : 4.4/5 (9 download)

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Book Synopsis Fuzzy Sets Theory and Applications by : André Jones

Download or read book Fuzzy Sets Theory and Applications written by André Jones and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 405 pages. Available in PDF, EPUB and Kindle. Book excerpt: Problems in decision making and in other areas such as pattern recogni tion, control, structural engineering etc. involve numerous aspects of uncertainty. Additional vagueness is introduced as models become more complex but not necessarily more meaningful by the added details. During the last two decades one has become more and more aware of the fact that not all this uncertainty is of stochastic (random) cha racter and that, therefore, it can not be modelled appropriately by probability theory. This becomes the more obvious the more we want to represent formally human knowledge. As far as uncertain data are concerned, we have neither instru ments nor reasoning at our disposal as well defined and unquestionable as those used in the probability theory. This almost infallible do main is the result of a tremendous work by the whole scientific world. But when measures are dubious, bad or no longer possible and when we really have to make use of the richness of human reasoning in its variety, then the theories dealing with the treatment of uncertainty, some quite new and other ones older, provide the required complement, and fill in the gap left in the field of knowledge representation. Nowadays, various theories are widely used: fuzzy sets, belief function, the convenient associations between probability and fuzzines~ etc ••• We are more and more in need of a wide range of instruments and theories to build models that are more and more adapted to the most complex systems.

Mathematical Foundation of Fuzzy Sets

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Publisher : John Wiley & Sons
ISBN 13 : 1119981522
Total Pages : 422 pages
Book Rating : 4.1/5 (199 download)

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Book Synopsis Mathematical Foundation of Fuzzy Sets by : Hsien-Chung Wu

Download or read book Mathematical Foundation of Fuzzy Sets written by Hsien-Chung Wu and published by John Wiley & Sons. This book was released on 2023-03-27 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduce yourself to the foundations of fuzzy logic with this easy-to-use guide Many fields studied are defined by imprecise information or high degrees of uncertainty. When this uncertainty derives from randomness, traditional probabilistic statistical methods are adequate to address it; more everyday forms of vagueness and imprecision, however, require the toolkit associated with 'fuzzy sets’ and ‘fuzzy logic’. Engineering and mathematical fields related to artificial intelligence, operations research and decision theory are now strongly driven by fuzzy set theory. Mathematical Foundation of Fuzzy Sets introduces readers to the theoretical background and practical techniques required to apply fuzzy logic to engineering and mathematical problems. It introduces the mathematical foundations of fuzzy sets as well as the current cutting edge of fuzzy-set operations and arithmetic, offering a rounded introduction to this essential field of applied mathematics. The result can be used either as a textbook or as an invaluable reference for working researchers and professionals. Mathematical Foundation of Fuzzy Sets offers the reader: Detailed coverage of set operations, fuzzification of crisp operations, and more Logical structure in which each chapter builds carefully on previous results Intuitive structure, divided into ‘basic’ and ‘advanced’ sections, to facilitate use in one- or two-semester courses Mathematical Foundation of Fuzzy Sets is essential for graduate students and academics in engineering and applied mathematics, particularly those doing work in artificial intelligence, decision theory, operations research, and related fields.

Integrated Uncertainty Management and Applications

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Publisher : Springer Science & Business Media
ISBN 13 : 3642119603
Total Pages : 569 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Integrated Uncertainty Management and Applications by : Van-Nam Huynh

Download or read book Integrated Uncertainty Management and Applications written by Van-Nam Huynh and published by Springer Science & Business Media. This book was released on 2010-03-26 with total page 569 pages. Available in PDF, EPUB and Kindle. Book excerpt: Solving practical problems often requires the integration of information and knowledge from many different sources, taking into account uncertainty and impreciseness. The 2010 International Symposium on Integrated Uncertainty Management and Applications (IUM’2010), which takes place at the Japan Advanced Institute of Science and Technology (JAIST), Ishikawa, Japan, between 9th–11th April, is therefore conceived as a forum for the discussion and exchange of research results, ideas for and experience of application among researchers and practitioners involved with all aspects of uncertainty modelling and management.

Limit Theorems for Unions of Random Closed Sets

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Publisher : Springer
ISBN 13 : 3540481117
Total Pages : 162 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Limit Theorems for Unions of Random Closed Sets by : Ilya S. Molchanov

Download or read book Limit Theorems for Unions of Random Closed Sets written by Ilya S. Molchanov and published by Springer. This book was released on 2006-11-15 with total page 162 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book concerns limit theorems and laws of large numbers for scaled unionsof independent identically distributed random sets. These results generalizewell-known facts from the theory of extreme values. Limiting distributions (called union-stable) are characterized and found explicitly for many examples of random closed sets. The speed of convergence in the limit theorems for unions is estimated by means of the probability metrics method.It includes the evaluation of distances between distributions of random sets constructed similarly to the well-known distances between distributions of random variables. The techniques include regularly varying functions, topological properties of the space of closed sets, Choquet capacities, convex analysis and multivalued functions. Moreover, the concept of regular variation is elaborated for multivalued (set-valued) functions. Applications of the limit theorems to simulation of random sets, statistical tests, polygonal approximations of compacts, limit theorems for pointwise maxima of random functions are considered. Several open problems are mentioned. Addressed primarily to researchers in the theory of random sets, stochastic geometry and extreme value theory, the book will also be of interest to applied mathematicians working on applications of extremal processes and their spatial counterparts. The book is self-contained, and no familiarity with the theory of random sets is assumed.

Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery

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Publisher : Springer Nature
ISBN 13 : 3030896986
Total Pages : 1454 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery by : Quan Xie

Download or read book Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery written by Quan Xie and published by Springer Nature. This book was released on 2022-01-04 with total page 1454 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book consists of papers on the recent progresses in the state of the art in natural computation, fuzzy systems and knowledge discovery. The book can be useful for researchers, including professors, graduate students, as well as R & D staff in the industry, with a general interest in natural computation, fuzzy systems and knowledge discovery. The work printed in this book was presented at the 2021 17th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 2021, 24–26 July 2021, Guiyang, China). All papers were rigorously peer-reviewed by experts in the areas.

Theory of Random Sets

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Publisher : Springer Science & Business Media
ISBN 13 : 9781852338923
Total Pages : 508 pages
Book Rating : 4.3/5 (389 download)

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Book Synopsis Theory of Random Sets by : Ilya Molchanov

Download or read book Theory of Random Sets written by Ilya Molchanov and published by Springer Science & Business Media. This book was released on 2005-05-11 with total page 508 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first systematic exposition of random sets theory since Matheron (1975), with full proofs, exhaustive bibliographies and literature notes Interdisciplinary connections and applications of random sets are emphasized throughout the book An extensive bibliography in the book is available on the Web at http://liinwww.ira.uka.de/bibliography/math/random.closed.sets.html, and is accompanied by a search engine

Soft Methodology and Random Information Systems

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Publisher : Springer Science & Business Media
ISBN 13 : 3540444653
Total Pages : 761 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Soft Methodology and Random Information Systems by : Miguel Concepcion Lopez-Diaz

Download or read book Soft Methodology and Random Information Systems written by Miguel Concepcion Lopez-Diaz and published by Springer Science & Business Media. This book was released on 2013-06-05 with total page 761 pages. Available in PDF, EPUB and Kindle. Book excerpt: The analysis of experimental data resulting from some underlying random process is a fundamental part of most scientific research. Probability Theory and Statistics have been developed as flexible tools for this analyis, and have been applied successfully in various fields such as Biology, Economics, Engineering, Medicine or Psychology. However, traditional techniques in Probability and Statistics were devised to model only a singe source of uncertainty, namely randomness. In many real-life problems randomness arises in conjunction with other sources, making the development of additional "softening" approaches essential. This book is a collection of papers presented at the 2nd International Conference on Soft Methods in Probability and Statistics (SMPS’2004) held in Oviedo, providing a comprehensive overview of the innovative new research taking place within this emerging field.

Recent Developments in Stochastic Analysis and Related Topics

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Publisher : World Scientific
ISBN 13 : 9814481327
Total Pages : 468 pages
Book Rating : 4.8/5 (144 download)

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Book Synopsis Recent Developments in Stochastic Analysis and Related Topics by : Sergio Albeverio

Download or read book Recent Developments in Stochastic Analysis and Related Topics written by Sergio Albeverio and published by World Scientific. This book was released on 2004-10-21 with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains 27 refereed research articles and survey papers written by experts in the field of stochastic analysis and related topics. Most contributors are well known leading mathematicians worldwide and prominent young scientists. The volume reflects a review of the recent developments in stochastic analysis and related topics. It puts in evidence the strong interconnection of stochastic analysis with other areas of mathematics, as well as with applications of mathematics in natural and social economic sciences. The volume also provides some possible future directions for the field. The proceedings have been selected for coverage in: • Index to Scientific & Technical Proceedings® (ISTP® / ISI Proceedings) • Index to Scientific & Technical Proceedings (ISTP CDROM version / ISI Proceedings) • CC Proceedings — Engineering & Physical Sciences Contents:Invariant Gibbs Measures for the 2D Vortex Motion of Fluids (S Albeverio & B Ferrario)Limit Laws for Sums of Random Exponentials (G B Arous et al.)Stochastic Models of Economic Optimization (M-F Chen)Essential Spectrum on Riemannian Manifolds (K D Elworthy & F-Y Wang)Lévy Process on Real Lie Algebras (U Franz)Wick Rotation for Holomorphic Random Fields (H Gottschalk)Stochastic Mollifier and Nash Inequality (R Léandre)Precise Estimations Related to Large Deviations (S Liang)Stochastic Holonomy (I Mitoma)Independence and Product Systems (M Skeide)and other papers Readership: Graduate students, teachers and researchers in stochastic analysis. Keywords:Stochastic Analysis;Infinite Dimensional Analysis;Quantum Probability;Pseudo-Differential Operators;Random Media;Stochastic Finance;Stochastic Partial Differential Equation

Recent Developments in Stochastic Analysis and Related Topics

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Publisher : World Scientific
ISBN 13 : 9812561048
Total Pages : 471 pages
Book Rating : 4.8/5 (125 download)

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Book Synopsis Recent Developments in Stochastic Analysis and Related Topics by : Sergio Albeverio

Download or read book Recent Developments in Stochastic Analysis and Related Topics written by Sergio Albeverio and published by World Scientific. This book was released on 2004 with total page 471 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains 27 refereed research articles and survey papers written by experts in the field of stochastic analysis and related topics. Most contributors are well known leading mathematicians worldwide and prominent young scientists. The volume reflects a review of the recent developments in stochastic analysis and related topics. It puts in evidence the strong interconnection of stochastic analysis with other areas of mathematics, as well as with applications of mathematics in natural and social economic sciences. The volume also provides some possible future directions for the field.The proceedings have been selected for coverage in: ? Index to Scientific & Technical Proceedings? (ISTP? / ISI Proceedings)? Index to Scientific & Technical Proceedings (ISTP CDROM version / ISI Proceedings)? CC Proceedings ? Engineering & Physical Sciences

Combining Soft Computing and Statistical Methods in Data Analysis

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Publisher : Springer Science & Business Media
ISBN 13 : 3642147461
Total Pages : 640 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Combining Soft Computing and Statistical Methods in Data Analysis by : Christian Borgelt

Download or read book Combining Soft Computing and Statistical Methods in Data Analysis written by Christian Borgelt and published by Springer Science & Business Media. This book was released on 2010-10-12 with total page 640 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the last forty years there has been a growing interest to extend probability theory and statistics and to allow for more flexible modelling of imprecision, uncertainty, vagueness and ignorance. The fact that in many real-life situations data uncertainty is not only present in the form of randomness (stochastic uncertainty) but also in the form of imprecision/fuzziness is but one point underlining the need for a widening of statistical tools. Most such extensions originate in a "softening" of classical methods, allowing, in particular, to work with imprecise or vague data, considering imprecise or generalized probabilities and fuzzy events, etc. About ten years ago the idea of establishing a recurrent forum for discussing new trends in the before-mentioned context was born and resulted in the first International Conference on Soft Methods in Probability and Statistics (SMPS) that was held in Warsaw in 2002. In the following years the conference took place in Oviedo (2004), in Bristol (2006) and in Toulouse (2008). In the current edition the conference returns to Oviedo. This edited volume is a collection of papers presented at the SMPS 2010 conference held in Mieres and Oviedo. It gives a comprehensive overview of current research into the fusion of soft methods with probability and statistics.

Soft Methods for Handling Variability and Imprecision

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Publisher : Springer Science & Business Media
ISBN 13 : 3540850279
Total Pages : 436 pages
Book Rating : 4.5/5 (48 download)

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Book Synopsis Soft Methods for Handling Variability and Imprecision by : Didier Dubois

Download or read book Soft Methods for Handling Variability and Imprecision written by Didier Dubois and published by Springer Science & Business Media. This book was released on 2008-10-01 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: Probability theory has been the only well-founded theory of uncertainty for a long time. It was viewed either as a powerful tool for modelling random phenomena, or as a rational approach to the notion of degree of belief. During the last thirty years, in areas centered around decision theory, artificial intelligence and information processing, numerous approaches extending or orthogonal to the existing theory of probability and mathematical statistics have come to the front. The common feature of those attempts is to allow for softer or wider frameworks for taking into account the incompleteness or imprecision of information. Many of these approaches come down to blending interval or fuzzy interval analysis with probabilistic methods. This book gathers contributions to the 4th International Conference on Soft methods in Probability and Statistics. Its aim is to present recent results illustrating such new trends that enlarge the statistical and uncertainty modeling traditions, towards the handling of incomplete or subjective information. It covers a broad scope ranging from philosophical and mathematical underpinnings of new uncertainty theories, with a stress on their impact in the area of statistics and data analysis, to numerical methods and applications to environmental risk analysis and mechanical engineering. A unique feature of this collection is to establish a dialogue between fuzzy random variables and imprecise probability theories.

Nonlinear Mathematics for Uncertainty and its Applications

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Publisher : Springer Science & Business Media
ISBN 13 : 364222833X
Total Pages : 708 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Nonlinear Mathematics for Uncertainty and its Applications by : Shoumei Li

Download or read book Nonlinear Mathematics for Uncertainty and its Applications written by Shoumei Li and published by Springer Science & Business Media. This book was released on 2011-07-21 with total page 708 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume is a collection of papers presented at the international conference on Nonlinear Mathematics for Uncertainty and Its Applications (NLMUA2011), held at Beijing University of Technology during the week of September 7--9, 2011. The conference brought together leading researchers and practitioners involved with all aspects of nonlinear mathematics for uncertainty and its applications. Over the last fifty years there have been many attempts in extending the theory of classical probability and statistical models to the generalized one which can cope with problems of inference and decision making when the model-related information is scarce, vague, ambiguous, or incomplete. Such attempts include the study of nonadditive measures and their integrals, imprecise probabilities and random sets, and their applications in information sciences, economics, finance, insurance, engineering, and social sciences. The book presents topics including nonadditive measures and nonlinear integrals, Choquet, Sugeno and other types of integrals, possibility theory, Dempster-Shafer theory, random sets, fuzzy random sets and related statistics, set-valued and fuzzy stochastic processes, imprecise probability theory and related statistical models, fuzzy mathematics, nonlinear functional analysis, information theory, mathematical finance and risk managements, decision making under various types of uncertainty, and others.

Soft Methods for Integrated Uncertainty Modelling

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Publisher : Springer Science & Business Media
ISBN 13 : 3540347771
Total Pages : 413 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Soft Methods for Integrated Uncertainty Modelling by : Jonathan Lawry

Download or read book Soft Methods for Integrated Uncertainty Modelling written by Jonathan Lawry and published by Springer Science & Business Media. This book was released on 2007-10-08 with total page 413 pages. Available in PDF, EPUB and Kindle. Book excerpt: The idea of soft computing emerged in the early 1990s from the fuzzy systems c- munity, and refers to an understanding that the uncertainty, imprecision and ig- rance present in a problem should be explicitly represented and possibly even - ploited rather than either eliminated or ignored in computations. For instance, Zadeh de?ned ‘Soft Computing’ as follows: Soft computing differs from conventional (hard) computing in that, unlike hard computing, it is tolerant of imprecision, uncertainty and partial truth. In effect, the role model for soft computing is the human mind. Recently soft computing has, to some extent, become synonymous with a hybrid approach combining AI techniques including fuzzy systems, neural networks, and biologically inspired methods such as genetic algorithms. Here, however, we adopt a more straightforward de?nition consistent with the original concept. Hence, soft methods are understood as those uncertainty formalisms not part of mainstream s- tistics and probability theory which have typically been developed within the AI and decisionanalysiscommunity.Thesearemathematicallysounduncertaintymodelling methodologies which are complementary to conventional statistics and probability theory.

Limit Theorems for Associated Random Fields and Related Systems

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Publisher :
ISBN 13 : 9814474576
Total Pages : pages
Book Rating : 4.8/5 (144 download)

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Book Synopsis Limit Theorems for Associated Random Fields and Related Systems by :

Download or read book Limit Theorems for Associated Random Fields and Related Systems written by and published by . This book was released on with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Otemon Economic Studies

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Publisher :
ISBN 13 :
Total Pages : 94 pages
Book Rating : 4.:/5 (1 download)

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Book Synopsis Otemon Economic Studies by :

Download or read book Otemon Economic Studies written by and published by . This book was released on 2013 with total page 94 pages. Available in PDF, EPUB and Kindle. Book excerpt: