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Metaheuristics for Multiobjective Optimisation : Lecture Notes in Economic and Mathematical Systems - Xavier Gandibleux

Metaheuristics for Multiobjective Optimisation

Lecture Notes in Economic and Mathematical Systems

By: Xavier Gandibleux (Editor), Marc Sevaux (Editor), Kenneth Sorensen (Editor), Vincent T'kindt (Editor)

Paperback Published: 14th January 2004
ISBN: 9783540206378
Number Of Pages: 249

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A large number of real-life optimisation problems can only be realistically modelled with several~often conflicting~objectives. This fact requires us to abandon the concept of "optimal solution" in favour of vector optimization notions dealing with "efficient solution" and "efficient set". To solve these challenging multiobjective problems, the metaheuristics community has put forward a number of techniques commonly referred to as multiobjective meta­ heuristics (MOMH). By its very nature, the field of MOMH covers a large research area both in terms of the types of problems solved and the techniques used to solve these problems. Its theoretical interest and practical applicability have attracted a large number of researchers and generated numerous papers, books and spe­ cial issues. Moreover, several conferences and workshops have been organised, often specialising in specific sub-areas such as multiobjective evolutionary op­ timisation. The main purpose of this volume is to provide an overview of the current state-of-the-art in the research field of MOMH. This overview is necessar­ ily non-exhaustive, and contains both methodological and problem-oriented contributions, and applications of both population-based and neighbourhood­ based heuristics. This volume originated from the workshop on multiobjective metaheuristics that was organised at the Carre des Sciences in Paris on November 4-5, 2002. This meeting was a joint effort of two working groups: ED jME and PM20.

A Tutorial on Evolutionary Multiobjective Optimizationp. 3
Bounded Pareto Archiving: Theory and Practicep. 39
Evaluation of Multiple Objective Metaheuristicsp. 65
An Introduction to Multiobjective Metaheuristics for Scheduling and Timetablingp. 91
A Particular Multiobjective Vehicle Routing Problem Solved By Simulated Annealingp. 133
A Dynasearch Neighborhood for the Bicriteria Traveling Salesman Problemp. 153
Pareto Local Optimum Sets in the Biobjective Traveling Salesman Problem: An Experimental Studyp. 177
A Genetic Algorithm for Tackling Multiobjective Job-shop Scheduling Problemsp. 201
RPSGAe - Reduced Pareto Set Genetic Algorithm: Application to Polymer Extrusionp. 221
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9783540206378
ISBN-10: 354020637X
Series: Lecture Notes in Economic and Mathematical Systems
Audience: General
Format: Paperback
Language: English
Number Of Pages: 249
Published: 14th January 2004
Publisher: Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
Country of Publication: DE
Dimensions (cm): 23.39 x 15.6  x 1.4
Weight (kg): 0.37