Multiobjective Problem Solving from Nature: From Concepts to Applications - Couverture souple

9783662501191: Multiobjective Problem Solving from Nature: From Concepts to Applications

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ISBN 10 : 3662501198 ISBN 13 : 9783662501191

Editeur : Springer, 2016

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Multiobjective evolutionary algorithms (MOEAs) and multiobjective problem solving have become important topics of research in the evolutionary computation community over the past 10 years. This is an advanced text aimed at researchers and practitioners in the area of search and optimization. The book focuses on how MOEAs and related techniques can be used to solve problems, particularly in the disciplines of science and engineering. Contributions by leading researchers deal with the concepts of problem, solution, objective, constraint, utility and preference, and show how these concepts are being investigated in current practice. The book is distinguished from other texts on MOEAs in that it is not primarily about the algorithms, nor specific applications, but about the concepts and processes involved in solving problems using a multiobjective approach. Each chapter contributes to the central, deep concepts and themes of the book.

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�diteur: Springer
Date d'�dition: 2016
Langue: anglais
ISBN 10: 3662501198
ISBN 13: 9783662501191
Reliure: Broch�
Nombre de pages: 428
�diteur: Knowles Joshua, Corne David, Deb Kalyanmoy
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9783540729631: Multiobjective Problem Solving from Nature: From Concepts to Applications

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ISBN 10 : 3540729631 ISBN 13 : 9783540729631
Editeur : Springer-Verlag Berlin and Heide..., 2007
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Multiobjective Problem Solving from Nature

Knowles, Joshua|Corne, David|Deb, Kalyanmoy

Edit� par Springer Berlin Heidelberg, 2016

ISBN 10 : 3662501198 ISBN 13 : 9783662501191

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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Distinguished from other texts on MOEAs in that it is not primarily about the algorithms, nor specific applications, but about the concepts and processes involved in solving problems using a multiobjective approachContributions by leading research. N� de r�f. du vendeur 449137141

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Multiobjective Problem Solving from Nature : From Concepts to Applications

Joshua Knowles

Edit� par Springer Berlin Heidelberg, 2016

ISBN 10 : 3662501198 ISBN 13 : 9783662501191

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Taschenbuch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - Multiobjective problems involve several competing measures of solution quality, and multiobjective evolutionary algorithms (MOEAs) and multiobjective problem solving have become important topics of research in the evolutionary computation community over the past 10 years. This is an advanced text aimed at researchers and practitioners in the area of search and optimization.The book focuses on how MOEAs and related techniques can be used to solve problems, particularly in the disciplines of science and engineering. Contributions by leading researchers show how the concepts of multiobjective optimization can be used to reformulate and resolve problems in broad areas such as constrained optimization, coevolution, classification, inverse modelling and design. The book is distinguished from other texts on MOEAs in that it is not primarily about the algorithms, nor specific applications, but about the concepts and processes involved in solving problems using a multiobjective approach. Each chapter contributes to the central, deep concepts and themes of the book: evaluating the utility of the multiobjective approach; discussing alternative problem formulations; showing how problem formulation affects the search process; and examining solution selection and decision making.The book will be of benefit to researchers, practitioners and graduate students engaged with optimization-based problem solving. For multiobjective optimization experts, the book is an up-to-date account of emerging and advanced topics; for others, the book indicates how the multiobjective approach can lead to fresh insights. N� de r�f. du vendeur 9783662501191

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Multiobjective Problem Solving from Nature

Joshua Knowles

Edit� par Springer Berlin Heidelberg Aug 2016, 2016

ISBN 10 : 3662501198 ISBN 13 : 9783662501191

Neuf Taschenbuch

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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This text examines how multiobjective evolutionary algorithms and related techniques can be used to solve problems, particularly in the disciplines of science and engineering. Contributions by leading researchers show how the concept of multiobjective optimization can be used to reformulate and resolve problems in areas such as constrained optimization, co-evolution, classification, inverse modeling, and design. 428 pp. Englisch. N� de r�f. du vendeur 9783662501191

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Multiobjective Problem Solving from Nature

Joshua Knowles

Edit� par Springer Berlin Heidelberg, Springer Berlin Heidelberg Aug 2016, 2016

ISBN 10 : 3662501198 ISBN 13 : 9783662501191

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Taschenbuch. Etat : Neu. Neuware -Multiobjective problems involve several competing measures of solution quality, and multiobjective evolutionary algorithms (MOEAs) and multiobjective problem solving have become important topics of research in the evolutionary computation community over the past 10 years. This is an advanced text aimed at researchers and practitioners in the area of search and optimization.The book focuses on how MOEAs and related techniques can be used to solve problems, particularly in the disciplines of science and engineering. Contributions by leading researchers show how the concepts of multiobjective optimization can be used to reformulate and resolve problems in broad areas such as constrained optimization, coevolution, classification, inverse modelling and design. The book is distinguished from other texts on MOEAs in that it is not primarily about the algorithms, nor specific applications, but about the concepts and processes involved in solving problems using a multiobjective approach. Each chapter contributes to the central, deep concepts and themes of the book: evaluating the utility of the multiobjective approach; discussing alternative problem formulations; showing how problem formulation affects the search process; and examining solution selection and decision making.The book will be of benefit to researchers, practitioners and graduate students engaged with optimization-based problem solving. For multiobjective optimization experts, the book is an up-to-date account of emerging and advanced topics; for others, the book indicates how the multiobjective approach can lead to fresh insights.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 428 pp. Englisch. N� de r�f. du vendeur 9783662501191

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