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Metaheuristics for Multiobjective Optimisation /

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The success of metaheuristics on hard single-objective optimization problems is well recognized today. However, many real-life problems require taking into account several conflicting points of view corresponding to multiple objectives. The use of metaheuristic optimization techniques for multi-obje...

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Bibliographic Details
Main Author: Gandibleux, Xavier
Corporate Author: SpringerLink (Online service)
Other Authors: Sevaux, Marc, Sörensen, Kenneth, T'kindt, Vincent
Format: eBook
Language:English
Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2004.
Series:Lecture notes in economics and mathematical systems ; 535.
Subjects:
Economics.
Mathematical optimization.
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Methodology: A Tutorial on Evolutionary Multiobjective Optimization
  • Bounded Pareto Archiving: Theory and Practice
  • Evaluation of Multiple Objective Metaheuristics
  • An Introduction to Multiobjective Metaheuristics for Scheduling and Timetabling
  • Problem-oriented Contributions: A Particular Multi-Objective Vehicle Routing Problem Solved by Simulated Annealing
  • A Dynasearch Neighborhood for the Bicriteria Travelling Salesman Problem
  • Pareto Local Optimum Sets in the Biobjective Travelling Salesman Problem: An Experimental Study
  • A Genetic Algorithm for Tackling Multi-Objective Job-Shop Scheduling Problems
  • RPSGAe - Reduced Pareto Set Genetic Algorithm: Application to Polymer Extrusion.