Recent advances in evolutionary computation for combinatorial optimization

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 metahe...

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שמור ב:
מידע ביבליוגרפי
מחבר ראשי: Kacprzyk, Janusz, 1947-
מחברים אחרים: Cotta, Carlos (Directeur de la publication), Hemert, Jano van, 19..- (Directeur de la publication)
פורמט: Livre numérique
שפה:Anglais
יצא לאור: Berlin, Heidelberg : Springer Berlin Heidelberg [20..].
Cham : Springer Nature
מהדורה:1st ed. 2008.
סדרה:Studies in Computational Intelligence 153
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הערה: Archives Springer e-books (Licence nationale)
Archives Springer e-books (Licence nationale)
Autres localisations: Voir dans le Sudoc
Edition sous un autre format:• Recent Advances in Evolutionary Computation for Combinatorial Optimization, Carlos Cotta, Jano van Hemert (Eds.), Berlin, Springer, 2008, Studies in Computational Intelligence, 978-3-540-70806-3
תיאור
סיכום: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
תאור פריט:Archives Springer e-books (Licence nationale)
Archives Springer e-books (Licence nationale)
ISBN:9783540708070
ISSN:1860-9503
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