Recent Advances in Evolutionary Computation for Combinatorial Optimization

Recent Advances in Evolutionary Computation for Combinatorial Optimization
Author :
Publisher : Springer
Total Pages : 362
Release :
ISBN-10 : 9783540708070
ISBN-13 : 3540708073
Rating : 4/5 (073 Downloads)

Book Synopsis Recent Advances in Evolutionary Computation for Combinatorial Optimization by : Carlos Cotta

Download or read book Recent Advances in Evolutionary Computation for Combinatorial Optimization written by Carlos Cotta and published by Springer. This book was released on 2008-09-08 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: Combinatorial optimisation is a ubiquitous discipline whose usefulness spans vast applications domains. The intrinsic complexity of most combinatorial optimisation problems makes classical methods unaffordable in many cases. To acquire practical solutions to these problems requires the use of metaheuristic approaches that trade completeness for pragmatic effectiveness. Such approaches are able to provide optimal or quasi-optimal solutions to a plethora of difficult combinatorial optimisation problems. The application of metaheuristics to combinatorial optimisation is an active field in which new theoretical developments, new algorithmic models, and new application areas are continuously emerging. This volume presents recent advances in the area of metaheuristic combinatorial optimisation, with a special focus on evolutionary computation methods. Moreover, it addresses local search methods and hybrid approaches. In this sense, the book includes cutting-edge theoretical, methodological, algorithmic and applied developments in the field, from respected experts and with a sound perspective.


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