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Fuzzy Sets Based Heuristics for Optimization

✍ Scribed by Armando Blanco, David Pelta, José L. Verdegay (auth.), Prof. Dr. José-Luis Verdegay (eds.)


Publisher
Springer-Verlag Berlin Heidelberg
Year
2003
Tongue
English
Leaves
356
Series
Studies in Fuzziness and Soft Computing 126
Edition
1
Category
Library

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✦ Synopsis


The aim of this volume is to show how Fuzzy Sets and Systems can help to provide robust and adaptive heuristic optimization algorithms in a variety of situations. The book presents the state of the art gives a broad overview on the real practical applications that Fuzzy Sets based heuristic algorithms have.

✦ Table of Contents


Front Matter....Pages N1-X
Fuzzy Adaptive Neighborhood Search: Examples of Application....Pages 1-20
Branch-and-bound algorithms using fuzzy heuristics for solving large-scale flow-shop scheduling problems....Pages 21-35
A Fuzzy Adaptive Partitioning Algorithm (FAPA) for Global Optimization....Pages 37-47
Fuzzy Memes in Multimeme Algorithms: a Fuzzy-Evolutionary Hybrid....Pages 49-66
Vehicle Routing Problem With Uncertain Demand at Nodes: The Bee System and Fuzzy Logic Approach....Pages 67-82
Fuzzy Constructive Heuristics....Pages 83-96
Heuristics for Optimization: two approaches for problem resolution....Pages 97-111
Optimization with linguistic variables....Pages 113-121
Interactive Algorithms Using Fuzzy Concepts for Solving Mathematical Models of Real Life Optimization Problems....Pages 123-140
Fuzzy Data Envelopment Analysis: A Credibility Approach....Pages 141-158
Fuzzy Optimization using Simulated Annealing: An Example Set....Pages 159-180
Multi-stage Supply Chain Network by Hybrid Genetic Algorithms....Pages 181-196
Fuzzy Evolutionary Approach for Multiobjective Combinatorial Optimization: Application to Scheduling Problems....Pages 197-219
Fuzzy Sets based Heuristics for Optimization: Multi-objective Evolutionary Fuzzy Modeling....Pages 221-234
An Interactive Fuzzy Satisficing Method for Multiobjective Operation Planning in District Heating and Cooling Plants through Genetic Algorithms for Nonlinear 0–1 Programming....Pages 235-249
Adaptive Hybrid Genetic Algorithm with Fuzzy Logic Controller....Pages 251-263
Finding Satisfactory Near-Optimal Solutions in Location Problems....Pages 265-276
Route Choice Making Under Uncertainty: a Fuzzy Logic Based Approach....Pages 277-292
A New Technique to Electrical Distribution System Load Flow Based on Fuzzy Sets....Pages 293-306
A Fuzzy Adaptive Partitioning Algorithm (FAPA) for Global Optimization: Implementation in Environmental Site Characterization....Pages 307-315
Capacitated Vehicle Routing Problem with Fuzzy Demand....Pages 317-335
An Adaptive, Intelligent Control System for Slag Foaming....Pages 337-351

✦ Subjects


Appl.Mathematics/Computational Methods of Engineering; Computer Applications; Applications of Mathematics; Optimization


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