Overview
- Presents advanced soft computing methods for solving decision and optimization problems
- Guides readers through the use of soft computing in real-world applications
- Offers a review of soft-computing applications in challenging areas
- Provides a point of departure for young researchers dealing with soft computing, optimization and decision-making models
- Includes supplementary material: sn.pub/extras
Part of the book series: Studies in Fuzziness and Soft Computing (STUDFUZZ, volume 360)
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Table of contents (18 chapters)
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Front Matter
Keywords
- Maritime Logistics and Optimization
- Intelligent Data Analysis and Soft Computing
- Application of Metaheuristics
- Handling Imperfect Data
- Hybrid Soft Computing Techniques
- Fault Detection and Learning
- Soft Computing in Intelligent Transportation Systems
- Fuzzy Cognitive Maps
- Pattern Classification Problems
- Fuzzy Convex Programming
- Portfolio Optimization
- Fuzzy Real Option Model
- Multi-criteria Decision-Making
- Evolutionary Fuzzy Modelling
- Fuzzy Sets and Systems Theory
- Welfare Functions
About this book
This book offers a timely snapshot of current soft-computing research and solutions to decision-making and optimization problems, which are ubiquitous in the current social and technological context, addressing fields including logistics, transportation and data analysis. Written by leading international experts from the United States, Brazil and Cuba, as well as the United Kingdom, France, Finland and Spain, it discusses theoretical developments in and practical applications of soft computing in fields where these methods are crucial to obtaining better models, including: intelligent transportation systems, maritime logistics, portfolio selection, decision- making, fuzzy cognitive maps, and fault detection. The book is dedicated to Professor José L. Verdegay, a pioneer who has been actively pursuing research in fuzzy sets theory and soft computing since 1982, in honor of his 65th birthday.
Editors and Affiliations
Bibliographic Information
Book Title: Soft Computing Based Optimization and Decision Models
Book Subtitle: To Commemorate the 65th Birthday of Professor José Luis "Curro" Verdegay
Editors: David A. Pelta, Carlos Cruz Corona
Series Title: Studies in Fuzziness and Soft Computing
DOI: https://doi.org/10.1007/978-3-319-64286-4
Publisher: Springer Cham
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Springer International Publishing AG, part of Springer Nature 2018
Hardcover ISBN: 978-3-319-64285-7Published: 14 August 2017
Softcover ISBN: 978-3-319-87763-1Published: 11 August 2018
eBook ISBN: 978-3-319-64286-4Published: 03 August 2017
Series ISSN: 1434-9922
Series E-ISSN: 1860-0808
Edition Number: 1
Number of Pages: XV, 308
Number of Illustrations: 18 b/w illustrations, 34 illustrations in colour
Topics: Computational Intelligence, Calculus of Variations and Optimal Control; Optimization, Artificial Intelligence, Operations Research/Decision Theory