Overview
- Offers a timely snapshot on theories, methods and applications of fuzzy sets and neural networks
- Provides readers with a broad perspective on the potential applications of fuzzy sets
- Reports on novel fuzzy methods to solve problems in different area of engineering, medicine, as well as physical and social sciences
Part of the book series: Studies in Fuzziness and Soft Computing (STUDFUZZ, volume 361)
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About this book
This book is an authoritative collection of contributions in the field of soft-computing. Based on selected works presented at the 6th World Conference on Soft Computing, held on May 22-25, 2016, in Berkeley, USA, it describes new theoretical advances, as well as cutting-edge methods and applications. Theories cover a wealth of topics, such as fuzzy logic, cognitive modeling, Bayesian and probabilistic methods, multi-criteria decision making, utility theory, approximate reasoning, human-centric computing and many others. Applications concerns a number of fields, such as internet and semantic web, social networks and trust, control and robotics, computer vision, medicine and bioinformatics, as well as finance, security and e-Commerce, among others. Dedicated to the 50th Anniversary of Fuzzy Logic and to the 95th Birthday Anniversary of Lotfi A. Zadeh, the book not only offers a timely view on the field, yet it also discusses thought-provoking developments and challenges, thus fosteringnew research directions in the diverse areas of soft computing.
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Keywords
Table of contents (50 chapters)
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Front Matter
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Information and Data Analysis
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Front Matter
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Fundamentals of Fuzzy Sets
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Front Matter
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Novel Population-Based Optimization Algorithms
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Front Matter
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Ensemble Neural Networks
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Front Matter
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Editors and Affiliations
Bibliographic Information
Book Title: Recent Developments and the New Direction in Soft-Computing Foundations and Applications
Book Subtitle: Selected Papers from the 6th World Conference on Soft Computing, May 22-25, 2016, Berkeley, USA
Editors: Lotfi A. Zadeh, Ronald R. Yager, Shahnaz N. Shahbazova, Marek Z. Reformat, Vladik Kreinovich
Series Title: Studies in Fuzziness and Soft Computing
DOI: https://doi.org/10.1007/978-3-319-75408-6
Publisher: Springer Cham
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Springer International Publishing AG, part of Springer Nature 2018
Hardcover ISBN: 978-3-319-75407-9Published: 11 June 2018
Softcover ISBN: 978-3-030-09223-8Published: 12 January 2019
eBook ISBN: 978-3-319-75408-6Published: 28 May 2018
Series ISSN: 1434-9922
Series E-ISSN: 1860-0808
Edition Number: 1
Number of Pages: X, 649
Number of Illustrations: 80 b/w illustrations, 120 illustrations in colour
Topics: Computational Intelligence, Artificial Intelligence, Game Theory, Economics, Social and Behav. Sciences, Engineering Economics, Organization, Logistics, Marketing, Control, Robotics, Mechatronics