Applications of Evolutionary Computing : Evoworkshops 2001 : Evocop, Evoflight, Evoiasp, Evolearn, and Evostim, Como, Italy, April 18-20, 2001 : Proceedings

Boers, Egbert J. W. (EDT); Gottlieb, Jens (EDT); Lanzi, Pier Luca (EDT); Smith, R. E. (EDT); Cagnoni, Stefano (EDT); Hart, Emma (EDT); Raidl, G. R. (EDT); Tijink, H. (EDT)

ISBN 10: 3540419209 / ISBN 13: 9783540419204

Published by Springer, 2001

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Bibliographic Details

• Title: Applications of Evolutionary Computing : Evoworkshops 2001 : Evocop, Evoflight, Evoiasp, Evolearn, and Evostim, Como, Italy, April 18-20, 2001 : Proceedings
• Publisher: Springer
• Publication Date: 2001
• Language: English
• ISBN 10: 3540419209
• ISBN 13: 9783540419204
• Binding: Soft cover
• Condition: As New

About this title

Synopsis

Evolutionary Computation (EC) is a rapidly expanding eld of computer science in which problem solving, optimization, and machine learning techniques ins- red by genetics and natural selection are studied. In recent years, a number of studies and results have been reported in the literature which have disclosed the potentials of EC techniques and shown their capability to solve hard problems in several domains. This volume contains the proceedings of EvoWorkshops 2001, an event - cluding the First European Workshop on Evolutionary Computation in Com- natorial Optimization (EvoCOP), the Second European Workshop on Evolut- nary Aeronautics (EvoFlight), the Third European Workshop on Evolutionary Computation in Image Analysis and Signal Processing (EvoIASP), the First - ropean Workshop on Evolutionary Learning (EvoLearn), and the Second Eu- pean Workshop on Evolutionary Scheduling and Timetabling (EvoSTIM). These workshops were held in Como, Italy, on 18 and 19 April 2001, as part of - roGP 2001, the Fourth European Conference on Genetic Programming. EvoCOP focuses on applications of evolutionary algorithms and related h- ristic search methods to various combinatorial optimization problems. It also covers general methodological aspects of such algorithms like operator analyses, search dynamics, tness landscapes, and algorithmic comparisons, which are the driving force in gaining a better understanding of evolutionary search and hence support the design of e ective evolutionary algorithms for combinatorial op- mization problems of practical relevance. EvoFlight is aimed at bringing together researchers and industrial parties to discuss the use of evolutionary computation in aerospace.

Synopsis

This book constitutes the refereed proceedings of five application-oriented workshops held concurrently as EvoWorkshops 2001 in Como, Italy in April 2001. The 52 revised full papers presented were carefully reviewed and selected out of 75 submissions. The papers are organized in topical sections on graph problems, Knapsack problems, ant algorithms, assignment problems, evolutionary algorithms analysis, permutative problems, aeronautics, image analysis and signal processing, evolutionary learning, and evolutionary scheduling and timetabling.