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Synopsis
This book presents the state of the art in designing high-performance algorithms that combine simulation and optimization in order to solve complex optimization problems in science and industry, problems that involve time-consuming simulations and expensive multi-objective function evaluations. As traditional optimization approaches are not applicable per se, combinations of computational intelligence, machine learning, and high-performance computing methods are popular solutions. But finding a suitable method is a challenging task, because numerous approaches have been proposed in this highly dynamic field of research. That's where this book comes in: It covers both theory and practice, drawing on the real-world insights gained by the contributing authors, all of whom are leading researchers. Given its scope, if offers a comprehensive reference guide for researchers, practitioners, and advanced-level students interested in using computational intelligence and machine learning to solve expensive optimization problems.
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- ÉditeurSpringer
- Date d'édition2020
- ISBN 10 3030187667
- ISBN 13 9783030187668
- ReliureBroché
- Langueanglais
- Nombre de pages308
- ÉditeurBartz-Beielstein Thomas, Filipič Bogdan, Korošec Peter, Talbi El-Ghazali
- Coordonnées du fabricantnon disponible
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High-Performance Simulation-Based Optimization
Edité par
Springer International Publishing, 2020
ISBN 10 : 3030187667
ISBN 13 : 9783030187668
Neuf
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Kartoniert / Broschiert. Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Presents the state of the art in designing high-performance algorithms that combine machine learning and optimization in order to solve complex problems Provides theoretical treatments and real-world insights gained by th. N° de réf. du vendeur 448674539
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High-Performance Simulation-Based Optimization
Edité par
Springer International Publishing, 2020
ISBN 10 : 3030187667
ISBN 13 : 9783030187668
Neuf
Taschenbuch
Vendeur : AHA-BUCH GmbH, Einbeck, Allemagne
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Taschenbuch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - This book presents the state of the art in designing high-performance algorithms that combine simulation and optimization in order to solve complex optimization problems in science and industry, problems that involve time-consuming simulations and expensive multi-objective function evaluations. As traditional optimization approaches are not applicable per se, combinations of computational intelligence, machine learning, and high-performance computing methods are popular solutions. But finding a suitable method is a challenging task, because numerous approaches have been proposed in this highly dynamic field of research.That's where this book comes in: It covers both theory and practice, drawing on the real-world insights gained by the contributing authors, all of whom are leading researchers. Given its scope, if offers a comprehensive reference guide for researchers, practitioners, and advanced-level students interested in using computational intelligence and machine learning to solve expensive optimization problems. N° de réf. du vendeur 9783030187668
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High-Performance Simulation-Based Optimization
Edité par
Springer International Publishing Aug 2020, 2020
ISBN 10 : 3030187667
ISBN 13 : 9783030187668
Neuf
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