Metaheuristic Search Concepts: A Tutorial With Applications to Production and Logistics - Couverture rigide

Z�pfel, G�nther; Braune, Roland; B�gl, Michael

9783642113420: Metaheuristic Search Concepts: A Tutorial With Applications to Production and Logistics

Couverture rigide

ISBN 10 : 3642113427 ISBN 13 : 9783642113420

Editeur : Springer-Verlag Berlin and Heidelberg GmbH & Co. K, 2010

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In many decision problems, e.g. from the area of production and logistics manage ment, the evaluation of alternatives and the determination of an optimal or at least suboptimal solution is an important but dif?cult task. For most such problems no ef?cient algorithm is known and classical approaches of Operations Research like Mixed Integer Linear Programming or Dynamic Pro gramming are often of limited use due to excessive computation time. Therefore, dedicated heuristic solution approaches have been developed which aim at providing good solutions in reasonable time for a given problem. However, such methods have two major drawbacks: First, they are tailored to a speci?c prob lem and their adaption to other problems is dif?cult and in many cases even impos sible. Second, they are typically designed to "build" one single solution in the most effective way, whereas most decision problems have a vast number of feasible solu tions. Hence usually the chances are high that there exist better ones. To overcome these limitations, problem independent search strategies, in particular metaheuris tics, have been proposed. This book provides an elementary step by step introduction to metaheuristics focusing on the search concepts they are based on. The ?rst part demonstrates un derlying concepts of search strategies using a simple example optimization problem.

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Pr�sentation de l'�diteur

This book gives an introduction to metaheuristics for students and practitioners. The basic concepts are developed step-by-step from the bottom up using the knapsack problem, allowing readers to concentrate on the main ideas of metaheuristics.

Les informations fournies dans la section � A propos du livre � peuvent faire r�f�rence � une autre �dition de ce titre.

�diteur: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Date d'�dition: 2010
Langue: anglais
ISBN 10: 3642113427
ISBN 13: 9783642113420
Reliure: Reli�
Nombre de pages: 316
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9783642425110: Metaheuristic Search Concepts: A Tutorial with Applications to Production and Logistics

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Metaheuristic Search Concepts : A Tutorial with Applications to Production and Logistics

G�nther Z�pfel, Roland Braune, Michael B�gl

Edit� par Springer-Verlag GmbH, 2010

ISBN 10 : 3642113427 ISBN 13 : 9783642113420

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Metaheuristic Search Concepts

G�nther Z�pfel|Roland Braune|Michael B�gl

Edit� par Springer Berlin Heidelberg, 2010

ISBN 10 : 3642113427 ISBN 13 : 9783642113420

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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Metaheuristic Search ConceptsIn many decision problems, e.g. from the area of production and logistics manage ment, the evaluation of alternatives and the determination of an optimal or at least suboptimal solution is an important but dif?cult task. For. N� de r�f. du vendeur 458691634

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Metaheuristic Search Concepts : A Tutorial with Applications to Production and Logistics

G�nther Z�pfel

Edit� par Springer-Verlag Gmbh, 2010

ISBN 10 : 3642113427 ISBN 13 : 9783642113420

Neuf Couverture rigide

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Buch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - In many decision problems, e.g. from the area of production and logistics manage ment, the evaluation of alternatives and the determination of an optimal or at least suboptimal solution is an important but dif cult task. For most such problems no ef cient algorithm is known and classical approaches of Operations Research like Mixed Integer Linear Programming or Dynamic Pro gramming are often of limited use due to excessive computation time. Therefore, dedicated heuristic solution approaches have been developed which aim at providing good solutions in reasonable time for a given problem. However, such methods have two major drawbacks: First, they are tailored to a speci c prob lem and their adaption to other problems is dif cult and in many cases even impos sible. Second, they are typically designed to 'build' one single solution in the most effective way, whereas most decision problems have a vast number of feasible solu tions. Hence usually the chances are high that there exist better ones. To overcome these limitations, problem independent search strategies, in particular metaheuris tics, have been proposed. This book provides an elementary step by step introduction to metaheuristics focusing on the search concepts they are based on. The rst part demonstrates un derlying concepts of search strategies using a simple example optimization problem. N� de r�f. du vendeur 9783642113420

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Metaheuristic Search Concepts

G�nther Z�pfel

Edit� par Springer-Verlag Gmbh Mrz 2010, 2010

ISBN 10 : 3642113427 ISBN 13 : 9783642113420

Neuf Couverture rigide

impression � la demande

Vendeur : BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Allemagne

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Buch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -In many decision problems, e.g. from the area of production and logistics manage ment, the evaluation of alternatives and the determination of an optimal or at least suboptimal solution is an important but dif cult task. For most such problems no ef cient algorithm is known and classical approaches of Operations Research like Mixed Integer Linear Programming or Dynamic Pro gramming are often of limited use due to excessive computation time. Therefore, dedicated heuristic solution approaches have been developed which aim at providing good solutions in reasonable time for a given problem. However, such methods have two major drawbacks: First, they are tailored to a speci c prob lem and their adaption to other problems is dif cult and in many cases even impos sible. Second, they are typically designed to 'build' one single solution in the most effective way, whereas most decision problems have a vast number of feasible solu tions. Hence usually the chances are high that there exist better ones. To overcome these limitations, problem independent search strategies, in particular metaheuris tics, have been proposed. This book provides an elementary step by step introduction to metaheuristics focusing on the search concepts they are based on. The rst part demonstrates un derlying concepts of search strategies using a simple example optimization problem. 316 pp. Englisch. N� de r�f. du vendeur 9783642113420

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