Soft Computing Based Optimization and Decision Models
To Commemorate the 65th Birthday of Professor José Luis "Curro" Verdegay
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Beschreibung
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.
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.
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
Autor*in
David A. Pelta
Themen in »Soft Computing Based Optimization and Decision Models«
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