Metaheuristics for Multiobjective Optimisation

Xavier Gandibleux

ISBN 10: 354020637X / ISBN 13: 9783540206378

Published by Springer, 2004

About this Item

: Este libro explora las metaheurísticas aplicadas a la optimización multiobjetivo. Cubre métodos de optimización estocásticos que simulan la evolución natural, incluyendo algoritmos genéticos y estrategias evolutivas. Se enfoca en la toma de decisiones con múltiples criterios y ofrece una visión general de la investigación actual en el campo, siendo una referencia valiosa para estudiantes e investigadores en optimización, ciencia y matemáticas. EAN: 9783540206378 Tipo: Libros Categoría: Tecnología|Ciencias Título: Metaheuristics for Multiobjective Optimisation Autor: Xavier Gandibleux Editorial: Springer Idioma: en Páginas: 249 Formato: tapa blanda.

Seller Inventory # Happ-2026-07-31-fd3a6b06

Bibliographic Details

• Title: Metaheuristics for Multiobjective Optimisation
• Publisher: Springer
• Publication Date: 2004
• Language: English
• ISBN 10: 354020637X
• ISBN 13: 9783540206378
• Binding: Soft cover
• Condition: Good

About this title

Synopsis

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.