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High-Performance Simulation-Based Optimization: 833 (Studies in Computational Intelligence, 833) - Softcover

 
9783030187668: High-Performance Simulation-Based Optimization: 833 (Studies in Computational Intelligence, 833)

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9783030187637: High-Performance Simulation-Based Optimization: 833 (Studies in Computational Intelligence, 833)

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Bartz-Beielstein, Thomas|Filipic, Bogdan|Korosec, Peter|Talbi, El-ghazali
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Kartoniert / Broschiert. 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&nbspProvides theoretical treatments and real-world insights gained by th. Seller Inventory # 448674539

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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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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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Published by Springer, 2020
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Bartz-beielstein, Thomas (Editor)/ Filipic, Bogdan (Editor)/ Korosec, Peter (Editor)/ Talbi, El-ghazali (Editor)
Published by Springer Nature, 2020
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