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High-Performance Simulation-Based Optimization (Studies in Computational Intelligence, 833) - Softcover
- PublisherSpringer
- Publication date2020
- ISBN 10 3030187667
- ISBN 13 9783030187668
- BindingPaperback
- Edition number1
- Number of pages308
- EditorBartz-Beielstein Thomas, Filipič Bogdan, Korošec Peter, Talbi El-Ghazali
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High-Performance Simulation-Based Optimization (Studies in Computational Intelligence, 833)
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High-Performance Simulation-Based Optimization
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Book Description Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 308 pp. Englisch. Seller Inventory # 9783030187668
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Book Description Condition: 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. Seller Inventory # 448674539
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High-performance Simulation-based Optimization
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Book Description Paperback. Condition: Brand New. 308 pages. 9.25x6.10x0.73 inches. In Stock. Seller Inventory # x-3030187667
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High-Performance Simulation-Based Optimization
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Book Description Taschenbuch. Condition: 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. Seller Inventory # 9783030187668
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