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Fuzzy sets based heuristics for optimization

Author: José-Luis Verdegay
Publisher: Berlin ; New York : Springer, ©2003.
Series: Studies in fuzziness and soft computing, v. 126.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Database:WorldCat
Summary:
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.
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Additional Physical Format: Print version:
Fuzzy sets based heuristics for optimization.
Berlin ; New York : Springer, ©2003
(OCoLC)51647918
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: José-Luis Verdegay
ISBN: 9783540364610 3540364617
OCLC Number: 321321113
Description: 1 online resource (x, 351 pages) : illustrations.
Contents: 1. Soft Computing and Metaheuristics --
Fuzzy Adaptive Neighborhood Search: Examples of Application --
Branch-and-bound algorithms using fuzzy heuristics for solving large-scale flow shop scheduling problems --
A Fuzzy Adaptive Partition Algorithm (FAPA) for Global Optimization --
Fuzzy Memes in Multimeme Algorithms: a Fuzzy-Evolutionary Hybrid --
Vehicle Routing Problem With Uncertain Demand at Nodes: The Bee System and Fuzzy Logic Approach --
Fuzzy Constructive Heuristics --
2. Heuristics and Mathematical Programming --
Heuristics for Optimization: two approaches for problem resolution --
Optimization with linguistic variables --
Interactive Algorithms Using Fuzzy Concepts for Solving Mathematical Models of Real Life Optimization Problems --
Fuzzy Data Envelopment Analysis: A Credibility Approach --
Fuzzy Optimization using Simulated Annealing: An Example Set --
3. Practical Heuristic Algorithms --
Multi-stage Supply Chain Network by Hybrid Genetic Algorithms --
Fuzzy evolutionary approach for multiobjective combinatorial optimization: application to scheduling problems --
Fuzzy Sets based Heuristics for Optimization: Multi-objective Evolutionary Fuzzy Modeling --
An Interactive Fuzzy Satisficing Method for Multiobjective Operation Planning in District Heating and Cooling Plants through Genetic Algorithms for Nonlinear 0-1 Programming --
Adaptive Hybrid Genetic Algorithm with Fuzzy Logic Controller --
4. Applications to Real World Problems --
Finding Satisfactory Near-Optimal Solutions in Location Problems --
Route Choice Making Under Uncertainty: a Fuzzy Logic Based Approach --
A New Technique to Electrical Distribution System Load Flow Based on Fuzzy Sets --
A Fuzzy Adaptive Partitioning Algorithm (FAPA) for Global Optimization: Implementation in Environmental Site Characterization --
Capacitated Vehicle Routing Problem with Fuzzy Demand --
An Adaptive, Intelligent Control System for Slag Foaming.
Series Title: Studies in fuzziness and soft computing, v. 126.
Responsibility: José-Luis Verdegay (ed.).
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Abstract:

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  Read more...

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