Fuzzy sets based heuristics for optimization /

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Bibliographic Details
Imprint:Berlin ; New York : Springer, ©2003.
Description:1 online resource (x, 351 pages) : illustrations.
Language:English
Series:Studies in fuzziness and soft computing, 1434-9922 ; v. 126
Studies in fuzziness and soft computing ; v. 126.
Subject:
Format: E-Resource Book
URL for this record:http://pi.lib.uchicago.edu/1001/cat/bib/11071922
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Other authors / contributors:Verdegay, José-Luis.
ISBN:9783540364610
3540364617
9783642056116
354000551X
9783540005513
Notes:Includes bibliographical references.
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.
Other form:Print version: Fuzzy sets based heuristics for optimization. Berlin ; New York : Springer, ©2003
Table of 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.