Uncertainty And Imprecision In Decision Making And Decision Support Cross Fertilization New Models And Applications

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Uncertainty and Imprecision in Decision Making and Decision Support: Cross-Fertilization, New Models and Applications

Author : Krassimir T. Atanassov,Janusz Kacprzyk,Andrzej Kałuszko,Maciej Krawczak,Jan Owsiński,Sotir Sotirov,Evdokia Sotirova,Eulalia Szmidt,Sławomir Zadrożny
Publisher : Springer
Page : 350 pages
File Size : 42,8 Mb
Release : 2017-10-06
Category : Technology & Engineering
ISBN : 9783319655451

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Uncertainty and Imprecision in Decision Making and Decision Support: Cross-Fertilization, New Models and Applications by Krassimir T. Atanassov,Janusz Kacprzyk,Andrzej Kałuszko,Maciej Krawczak,Jan Owsiński,Sotir Sotirov,Evdokia Sotirova,Eulalia Szmidt,Sławomir Zadrożny Pdf

This book presents selected papers from two important conferences held on October 12–14, 2016 in Warsaw, Poland: the Fourteenth National Conference of Operational and Systems Research, BOS-2016, one of the premiere conferences in the field of operational and systems research not only in Poland but also at the European level; and the Fifteenth International Workshop on Intuitionistic Fuzzy Sets and General Nets, IWIFSGN-2016, one of the foremost conferences on fuzzy logic, notably addressing extensions of the traditional fuzzy sets, as well as the Generalized Nets (GNs), a powerful extension of the traditional Petri net paradigm. The scope of the BOS con ferences includes all types of problems related to systems modeling, systems analysis, broadly perceived operational research, optimization, decision making, and decision support, to name but a few. In all these areas, virtually all models used have to take into account not only uncertainty in its traditional sense, but also imprecision of information. That is, in addition to traditional probabilistic and statistical tools and techniques, the use of methods based on fuzzy sets can also be sensible. Even more so, employing certain extensions of the classic concept of a fuzzy set can be very useful. Applying intuitionistic fuzzy sets, which are at the core of the IWIFSGN conferences, is a good example. Both conferences, BOS-2016 and IWIFSGN-2016, offered ideal venues for the exchange of ideas, cross-fertilization, and mutual inspiration.

Uncertainty and Imprecision in Decision Making and Decision Support: New Advances, Challenges, and Perspectives

Author : Krassimir T. Atanassov,Vassia Atanassova,Janusz Kacprzyk,Andrzej Kałuszko,Maciej Krawczak,Jan W. Owsiński,Sotir S. Sotirov,Evdokia Sotirova,Eulalia Szmidt,Sławomir Zadrożny
Publisher : Springer Nature
Page : 457 pages
File Size : 43,9 Mb
Release : 2022-02-18
Category : Technology & Engineering
ISBN : 9783030959296

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Uncertainty and Imprecision in Decision Making and Decision Support: New Advances, Challenges, and Perspectives by Krassimir T. Atanassov,Vassia Atanassova,Janusz Kacprzyk,Andrzej Kałuszko,Maciej Krawczak,Jan W. Owsiński,Sotir S. Sotirov,Evdokia Sotirova,Eulalia Szmidt,Sławomir Zadrożny Pdf

This book is composed of selected papers from the Sixteenth National Conference on Operational and Systems Research, BOS-2020, held on December 14-15, 2020, one of premiere conferences in the field of operational and systems research. The second is the Nineteenth International Workshop on Intuitionistic Fuzzy Sets and Generalized Nets, IWIFSGN 2020, held on December 10-11, 2020, in Warsaw, Poland, in turn—one of premiere conferences on fuzzy logic, notably on extensions of the traditional fuzzy sets, also comprising a considerable part on the generalized nets (GNs), an important extension of the traditional Petri nets. A joint publication of selected papers from the two conferences follows a long tradition of such a joint organization and—from a substantial point of view—combines systems modeling, systems analysis, broadly perceived operational research, notably optimization, decision making, and decision support, with various aspects of uncertain and imprecise information and their related tools and techniques.

Uncertainty and Imprecision in Decision Making and Decision Support: New Challenges, Solutions and Perspectives

Author : Krassimir T. Atanassov,Vassia Atanassova,Janusz Kacprzyk,Andrzej Kaluszko,Maciej Krawczak,Jan W. Owsinski,Sotir Sotirov,Evdokia Sotirova,Eulalia Szmidt,Slawomir Zadrozny
Publisher : Springer Nature
Page : 452 pages
File Size : 51,7 Mb
Release : 2020-06-26
Category : Technology & Engineering
ISBN : 9783030470241

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Uncertainty and Imprecision in Decision Making and Decision Support: New Challenges, Solutions and Perspectives by Krassimir T. Atanassov,Vassia Atanassova,Janusz Kacprzyk,Andrzej Kaluszko,Maciej Krawczak,Jan W. Owsinski,Sotir Sotirov,Evdokia Sotirova,Eulalia Szmidt,Slawomir Zadrozny Pdf

This book gathers selected papers from two important conferences held on October 24–28, 2018, in Warsaw, Poland: theFifteenth National Conference of Operational and Systems Research, BOS-2018, one of the leading conferences in the field of operational and systems research not only in Poland but also at the European level; andthe Seventeenth International Workshop on Intuitionistic Fuzzy Sets and General Nets, IWIFSGN-2018, one of thepremiere conferences on fuzzy logic. The papers presented here constitute a fair and comprehensive representation of the topics covered by both BOS-2018 and IWIFSGN-2018, includingextensions of the traditional fuzzy sets, in particular on the intuitionistic fuzzy sets, as well as other topics in uncertainty and imprecision modeling, the Generalized Nets (GNs), a powerful extension of the traditional Petri net paradigm, and InterCriteria Analysis, a new method for feature selection and analyses in multicriteria and multi-attribute decision-making problems. The Workshop was dedicated to the memory of Professor Beloslav Riečan (1936–2018), a regular participant at the IWIFSGN workshops.

Recent Advances in Computational Optimization

Author : Stefka Fidanova
Publisher : Springer
Page : 237 pages
File Size : 53,5 Mb
Release : 2019-06-21
Category : Technology & Engineering
ISBN : 9783030227234

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Recent Advances in Computational Optimization by Stefka Fidanova Pdf

This book presents new optimization approaches and methods and their application in real-world and industrial problems. Numerous processes and problems in real life and industry can be represented as optimization problems, including modeling physical processes, wildfire, natural hazards and metal nanostructures, workforce planning, wireless network topology, parameter settings for controlling different processes, extracting elements from video clips, and management of cloud computing environments. This book shows how to develop algorithms for these problems, based on new intelligent methods like evolutionary computations, ant colony optimization and constraint programming, and demonstrates how real-world problems arising in engineering, economics and other domains can be formulated as optimization problems. The book is useful for researchers and practitioners alike.

Advances and New Developments in Fuzzy Logic and Technology

Author : Krassimir T. Atanassov,Vassia Atanassova,Janusz Kacprzyk,Andrzej Kałuszko,Maciej Krawczak,Jan W. Owsiński,Sotir S. Sotirov,Evdokia Sotirova,Eulalia Szmidt,Sławomir Zadrożny
Publisher : Springer Nature
Page : 324 pages
File Size : 47,9 Mb
Release : 2021-07-02
Category : Technology & Engineering
ISBN : 9783030777166

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Advances and New Developments in Fuzzy Logic and Technology by Krassimir T. Atanassov,Vassia Atanassova,Janusz Kacprzyk,Andrzej Kałuszko,Maciej Krawczak,Jan W. Owsiński,Sotir S. Sotirov,Evdokia Sotirova,Eulalia Szmidt,Sławomir Zadrożny Pdf

This book is composed of selected papers presented at IWIFSGN'2019—The Eighteenth International Workshop on Intuitionistic Fuzzy Sets and Generalized Nets—held on October 24–25, 2019, in Warsaw, Poland, which is one of the main conferences on fuzzy logic, notably on extensions of the traditional fuzzy sets, in particular on the intuitionistic fuzzy sets. A considerable part of the conference sessions is also concerned with recent developments and challenges in the theory and applications of other topics exemplified by uncertainty, incompleteness and imprecision modeling, the Generalized Nets (GNs), a powerful extension of the traditional Petri net paradigm, and the InterCriteria Analysis, a new method for the feature selection and analyses in multicriteria and multiattribute decision-making problems. Some more general problems of computational and artificial intelligence, exemplified by evolutionary computations, machine learning, etc., are also dealt with. The papers included yield a good perspective on all of these important issues and problems.

Advances and Applications of DSmT for Information Fusion. Collected Works, Volume 5

Author : Florentin Smarandache,Jean Dezert ,Albena Tchamova
Publisher : Infinite Study
Page : 931 pages
File Size : 47,9 Mb
Release : 2024-07-02
Category : Mathematics
ISBN : 8210379456XXX

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Advances and Applications of DSmT for Information Fusion. Collected Works, Volume 5 by Florentin Smarandache,Jean Dezert ,Albena Tchamova Pdf

This fifth volume on Advances and Applications of DSmT for Information Fusion collects theoretical and applied contributions of researchers working in different fields of applications and in mathematics, and is available in open-access. The collected contributions of this volume have either been published or presented after disseminating the fourth volume in 2015 (available at fs.unm.edu/DSmT-book4.pdf or www.onera.fr/sites/default/files/297/2015-DSmT-Book4.pdf) in international conferences, seminars, workshops and journals, or they are new. The contributions of each part of this volume are chronologically ordered. First Part of this book presents some theoretical advances on DSmT, dealing mainly with modified Proportional Conflict Redistribution Rules (PCR) of combination with degree of intersection, coarsening techniques, interval calculus for PCR thanks to set inversion via interval analysis (SIVIA), rough set classifiers, canonical decomposition of dichotomous belief functions, fast PCR fusion, fast inter-criteria analysis with PCR, and improved PCR5 and PCR6 rules preserving the (quasi-)neutrality of (quasi-)vacuous belief assignment in the fusion of sources of evidence with their Matlab codes. Because more applications of DSmT have emerged in the past years since the apparition of the fourth book of DSmT in 2015, the second part of this volume is about selected applications of DSmT mainly in building change detection, object recognition, quality of data association in tracking, perception in robotics, risk assessment for torrent protection and multi-criteria decision-making, multi-modal image fusion, coarsening techniques, recommender system, levee characterization and assessment, human heading perception, trust assessment, robotics, biometrics, failure detection, GPS systems, inter-criteria analysis, group decision, human activity recognition, storm prediction, data association for autonomous vehicles, identification of maritime vessels, fusion of support vector machines (SVM), Silx-Furtif RUST code library for information fusion including PCR rules, and network for ship classification. Finally, the third part presents interesting contributions related to belief functions in general published or presented along the years since 2015. These contributions are related with decision-making under uncertainty, belief approximations, probability transformations, new distances between belief functions, non-classical multi-criteria decision-making problems with belief functions, generalization of Bayes theorem, image processing, data association, entropy and cross-entropy measures, fuzzy evidence numbers, negator of belief mass, human activity recognition, information fusion for breast cancer therapy, imbalanced data classification, and hybrid techniques mixing deep learning with belief functions as well.

Automatic Control, Robotics, and Information Processing

Author : Piotr Kulczycki,Józef Korbicz,Janusz Kacprzyk
Publisher : Springer Nature
Page : 843 pages
File Size : 54,7 Mb
Release : 2020-09-03
Category : Technology & Engineering
ISBN : 9783030485870

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Automatic Control, Robotics, and Information Processing by Piotr Kulczycki,Józef Korbicz,Janusz Kacprzyk Pdf

This book presents a wide and comprehensive range of issues and problems in various fields of science and engineering, from both theoretical and applied perspectives. The desire to develop more effective and efficient tools and techniques for dealing with complex processes and systems has been a natural inspiration for the emergence of numerous fields of science and technology, in particular control and automation and, more recently, robotics. The contributions gathered here concern the development of methods and algorithms to determine best practices regarding broadly perceived decisions or controls. From an engineering standpoint, many of them focus on how to automate a specific process or complex system. From a tools-based perspective, several contributions address the development of analytic and algorithmic methods and techniques, devices and systems that make it possible to develop and subsequently implement the automation and robotization of crucial areas of human activity. All topics discussed are illustrated with sample applications.

Interval-Valued Intuitionistic Fuzzy Sets

Author : Krassimir T. Atanassov
Publisher : Springer Nature
Page : 200 pages
File Size : 43,9 Mb
Release : 2019-09-21
Category : Technology & Engineering
ISBN : 9783030320904

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Interval-Valued Intuitionistic Fuzzy Sets by Krassimir T. Atanassov Pdf

The book offers a comprehensive survey of interval-valued intuitionistic fuzzy sets. It reports on cutting-edge research carried out by the founder of the intuitionistic fuzzy sets, Prof. Krassimir Atanassov, giving a special emphasis to the practical applications of this extension. A few interesting case studies, such as in the area of data mining, decision making and pattern recognition, among others, are discussed in detail. The book offers the first comprehensive guide on interval-valued intuitionistic fuzzy sets. By providing the readers with a thorough survey and important practical details, it is expected to support them in carrying out applied research and to encourage them to test the theory behind the sets for new advanced applications. The book is a valuable reference resource for graduate students and researchers alike.

Research in Computer Science in the Bulgarian Academy of Sciences

Author : Krassimir T. Atanassov
Publisher : Springer Nature
Page : 501 pages
File Size : 43,6 Mb
Release : 2021-07-19
Category : Technology & Engineering
ISBN : 9783030722845

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Research in Computer Science in the Bulgarian Academy of Sciences by Krassimir T. Atanassov Pdf

This book is a collection of papers devoted to the emergence and development in Bulgarian Academy of Sciences of some of the areas of informatics, including artificial intelligence. The papers are prepared by specialists from the Academy, some of whom are among the founders of these scientific and application areas in Bulgaria and in some cases – in the world. The book is interesting for specialists in informatics and computer science and researchers in history of sciences.

Energy Internet

Author : Ahmed F Zobaa,Junwei Cao
Publisher : Springer Nature
Page : 436 pages
File Size : 53,5 Mb
Release : 2020-06-17
Category : Technology & Engineering
ISBN : 9783030454531

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Energy Internet by Ahmed F Zobaa,Junwei Cao Pdf

This textbook is the first of its kind to comprehensively describe the energy Internet, a vast network that efficiently supplies electricity to anyone anywhere and is an internet based wide area network for information and energy fusion. The chapters are organized into five parts: Architecture and Design, Energy Switching and Routing, Information and Communication, Energy Management Systems and Energy Market and Trading, and capture the spectrum of this exponential transformation, while also presenting the plethora of open problems that this transformation poses for researchers from mixed academic backgrounds. The scope includes key technologies on distributed energy sources, microgrids, energy storage, solar and wind energy, power grid, smart grid, power quality, power electronics, data centers, distributed computing and networking, cloud computing and big data, and software-defined networking. The book presents the basic principles of energy internet and emphasizes the current research trends in the field of energy Internet at an advanced level. It includes instructor materials, case-studies, and worked examples throughout. This is an ideal resource for students in advanced graduate-level courses and special topics in energy, information and control systems, and is a useful tool for utility engineers who seek an intuitive understanding of the emerging applications of energy Internet.

Interval-Valued Methods in Classifications and Decisions

Author : Urszula Bentkowska
Publisher : Springer
Page : 163 pages
File Size : 45,8 Mb
Release : 2019-02-08
Category : Technology & Engineering
ISBN : 9783030129279

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Interval-Valued Methods in Classifications and Decisions by Urszula Bentkowska Pdf

This book describes novel algorithms based on interval-valued fuzzy methods that are expected to improve classification and decision-making processes under incomplete or imprecise information. At first, it introduces interval-valued fuzzy sets. It then discusses new methods for aggregation on interval-valued settings, and the most common properties of interval-valued aggregation operators. It then presents applications such as decision making using interval-valued aggregation, and classification in case of missing values. Interesting applications of the developed algorithms to DNA microarray analysis and in medical decision support systems are shown. The book is intended not only as a timely report for the community working on fuzzy sets and their extensions but also for researchers and practitioners dealing with the problems of uncertain or imperfect information.

Uncertainty and Imprecision in Decision Making and Decision Support - New Advances, Challenges, and Perspectives

Author : Krassimir T. Atanassov,Vassia Atanassova,Janusz Kacprzyk,Andrzej Kałuszko,Maciej Krawczak,Jan W. Owsiński,Sotir S. Sotirov,Evdokia Sotirova,Eulalia Szmidt,Sławomir Zadrożny
Publisher : Springer Nature
Page : 353 pages
File Size : 53,7 Mb
Release : 2023-10-20
Category : Technology & Engineering
ISBN : 9783031450693

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Uncertainty and Imprecision in Decision Making and Decision Support - New Advances, Challenges, and Perspectives by Krassimir T. Atanassov,Vassia Atanassova,Janusz Kacprzyk,Andrzej Kałuszko,Maciej Krawczak,Jan W. Owsiński,Sotir S. Sotirov,Evdokia Sotirova,Eulalia Szmidt,Sławomir Zadrożny Pdf

This volume is composed of selected papers from two conferences held in Warsaw, Poland on October 13-15, 2022: the BOS/SOR’2022 - National Conference on Operational and Systems Research, one of premiere conferences in the field of operational and systems research, and the Twentith International Workshop on Intuitionistic Fuzzy Sets and Generalized Nets, IWIFSGN-2022, one of premiere conferences on fuzzy logic, notably on extensions of the traditional fuzzy sets, also comprising a considerable part on the Generalized Nets (GNs). A joint publication of selected papers from the two conferences follows a long tradition of such a joint organization, and – from a substantial point of view – combines systems modeling, systems analysis, broadly perceived operational research, notably optimization, decision making and decision support, with various aspects of uncertain and imprecise information and their related tools and techniques.

Uncertainty and Imprecision in Decision Making and Decision Support: New Challenges, Solutions and Perspectives

Author : Krassimir T. Atanassov,Vassia Atanassova,Janusz Kacprzyk,Andrzej Kaluszko,Maciej Krawczak,Jan W. Owsinski,Sotir Sotirov,Evdokia Sotirova,Eulalia Szmidt,Slawomir Zadrozny
Publisher : Unknown
Page : 0 pages
File Size : 52,6 Mb
Release : 2021
Category : Electronic
ISBN : 3030470253

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Uncertainty and Imprecision in Decision Making and Decision Support: New Challenges, Solutions and Perspectives by Krassimir T. Atanassov,Vassia Atanassova,Janusz Kacprzyk,Andrzej Kaluszko,Maciej Krawczak,Jan W. Owsinski,Sotir Sotirov,Evdokia Sotirova,Eulalia Szmidt,Slawomir Zadrozny Pdf

This book gathers selected papers from two important conferences held on October 24-28, 2018, in Warsaw, Poland: theFifteenth National Conference of Operational and Systems Research, BOS-2018, one of the leading conferences in the field of operational and systems research not only in Poland but also at the European level; andthe Seventeenth International Workshop on Intuitionistic Fuzzy Sets and General Nets, IWIFSGN-2018, one of thepremiere conferences on fuzzy logic. The papers presented here constitute a fair and comprehensive representation of the topics covered by both BOS-2018 and IWIFSGN-2018, includingextensions of the traditional fuzzy sets, in particular on the intuitionistic fuzzy sets, as well as other topics in uncertainty and imprecision modeling, the Generalized Nets (GNs), a powerful extension of the traditional Petri net paradigm, and InterCriteria Analysis, a new method for feature selection and analyses in multicriteria and multi-attribute decision-making problems. The Workshop was dedicated to the memory of Professor Beloslav Riečan (1936-2018), a regular participant at the IWIFSGN workshops. .

Future-Oriented Technology Analysis

Author : Cristiano Cagnin,Michael Keenan,Ron Johnston,Fabiana Scapolo,Rémi Barré
Publisher : Springer Science & Business Media
Page : 169 pages
File Size : 50,5 Mb
Release : 2008-07-29
Category : Science
ISBN : 9783540688112

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Future-Oriented Technology Analysis by Cristiano Cagnin,Michael Keenan,Ron Johnston,Fabiana Scapolo,Rémi Barré Pdf

The application of foresight to address the challenges of uncertainty and rapid change has grown dramatically in the past decade. In that period, the techniques have been greatly refined and the scope has been broadened to encompass future-oriented technology analysis (FTA) and more recently, the concept and practice of strategic intelligence. FTA addresses directly the longer-term future through the active and continuous development of visions, and pathways to realise these visions. It is increasingly seen as a valuable management and policy tool complementing, and extending further into the future, classical strategy, planning, and decision-making approaches. This book charts the development of FTA and provides the first coherent description and analysis of its practical application and impact in the worlds of business, government, education and research in both advanced and developing countries. It draws on papers addressing the application of FTA around the globe which were presented at the Second International Seville Seminar in September 2006. The insights and practical experience will be invaluable for company managers, government ministers and officials, researchers and academics with responsibilities for effective planning and decision-making in an increasingly turbulent and unpredictable world.

Multiple Criteria Decision Analysis

Author : Valerie Belton,Theodor Stewart
Publisher : Springer Science & Business Media
Page : 381 pages
File Size : 54,6 Mb
Release : 2012-12-06
Category : Business & Economics
ISBN : 9781461514954

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Multiple Criteria Decision Analysis by Valerie Belton,Theodor Stewart Pdf

The field of multiple criteria decision analysis (MCDA), also termed multiple criteria decision aid, or multiple criteria decision making (MCDM), has developed rapidly over the past quarter century and in the process a number of divergent schools of thought have emerged. This can make it difficult for a new entrant into the field to develop a comprehensive appreciation of the range of tools and approaches which are available to assist decision makers in dealing with the ever-present difficulties of seeking compromise or consensus between conflicting inter ests and goals, i.e. the "multiple criteria". The diversity of philosophies and models makes it equally difficult for potential users of MCDA, i.e. management scientists and/or decision makers facing problems involving conflicting goals, to gain a clear understanding of which methodologies are appropriate to their particular context. Our intention in writing this book has been to provide a compre hensive yet widely accessible overview of the main streams of thought within MCDA. We aim to provide readers with sufficient awareness of the underlying philosophies and theories, understanding of the practi cal details of the methods, and insight into practice to enable them to implement any of the approaches in an informed manner. As the title of the book indicates, our emphasis is on developing an integrated view of MCDA, which we perceive to incorporate both integration of differ ent schools of thought within MCDA, and integration of MCDA with broader management theory, science and practice.