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9783642440588: Variants of Evolutionary Algorithms for Real-World Applications

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ISBN 10 : 3642440584 ISBN 13 : 9783642440588

Editeur : Springer, 2014

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This book offers a comprehensive discussion of the ways that Evolutionary Algorithms can be adapted to real-world problems such as production process planning, inventory system and supply chain network optimisation, soil properties analysis and more.

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�diteurSpringer
Date d'�dition2014
ISBN 10 3642440584
ISBN 13 9783642440588
ReliureBroch�
Langueanglais
Nombre de pages480
�diteurChiong Raymond, Weise Thomas, Michalewicz Zbigniew

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Variants of Evolutionary Algorithms for Real-World Applications

Raymond Chiong

Edit� par Springer Berlin Heidelberg Jan 2014, 2014

ISBN 10 : 3642440584 ISBN 13 : 9783642440588

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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Evolutionary Algorithms (EAs) are population-based, stochastic search algorithms that mimic natural evolution. Due to their ability to find excellent solutions for conventionally hard and dynamic problems within acceptable time, EAs have attracted interest from many researchers and practitioners in recent years. This book 'Variants of Evolutionary Algorithms for Real-World Applications' aims to promote the practitioner's view on EAs by providing a comprehensive discussion of how EAs can be adapted to the requirements of various applications in the real-world domains. It comprises 14 chapters, including an introductory chapter re-visiting the fundamental question of what an EA is and other chapters addressing a range of real-world problems such as production process planning, inventory system and supply chain network optimisation, task-based jobs assignment, planning for CNC-based work piece construction, mechanical/ship design tasks that involve runtime-intense simulations, data mining for the prediction of soil properties, automated tissue classification for MRI images, and database query optimisation, among others. These chapters demonstrate how different types of problems can be successfully solved using variants of EAs and how the solution approaches are constructed, in a way that can be understood and reproduced with little prior knowledge on optimisation. 480 pp. Englisch. N� de r�f. du vendeur 9783642440588

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Variants of Evolutionary Algorithms for Real-World Applications

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ISBN 10 : 3642440584 ISBN 13 : 9783642440588

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Variants of Evolutionary Algorithms for Real-World Applications

Raymond Chiong

Edit� par Springer Berlin Heidelberg, 2014

ISBN 10 : 3642440584 ISBN 13 : 9783642440588

Neuf Taschenbuch

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Taschenbuch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - Evolutionary Algorithms (EAs) are population-based, stochastic search algorithms that mimic natural evolution. Due to their ability to find excellent solutions for conventionally hard and dynamic problems within acceptable time, EAs have attracted interest from many researchers and practitioners in recent years. This book 'Variants of Evolutionary Algorithms for Real-World Applications' aims to promote the practitioner's view on EAs by providing a comprehensive discussion of how EAs can be adapted to the requirements of various applications in the real-world domains. It comprises 14 chapters, including an introductory chapter re-visiting the fundamental question of what an EA is and other chapters addressing a range of real-world problems such as production process planning, inventory system and supply chain network optimisation, task-based jobs assignment, planning for CNC-based work piece construction, mechanical/ship design tasks that involve runtime-intense simulations, data mining for the prediction of soil properties, automated tissue classification for MRI images, and database query optimisation, among others. These chapters demonstrate how different types of problems can be successfully solved using variants of EAs and how the solution approaches are constructed, in a way that can be understood and reproduced with little prior knowledge on optimisation. N� de r�f. du vendeur 9783642440588

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Variants of Evolutionary Algorithms for Real-World Applications

Chiong, Raymond|Weise, Thomas|Michalewicz, Zbigniew

Edit� par Springer Berlin Heidelberg, 2014

ISBN 10 : 3642440584 ISBN 13 : 9783642440588

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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Practitioner s view on Evolutionary Algorithms. Provides real-world applications of Evolutionary AlgorithmsWritten by leading experts in this fieldEvolutionary Algorithms (EAs) are population-based, stochastic search al. N� de r�f. du vendeur 5061079

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