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Books > Computing & IT > Applications of computing > Artificial intelligence
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High-Performance Simulation-Based Optimization (Paperback, 1st ed. 2020)
Loot Price: R2,931
Discovery Miles 29 310
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High-Performance Simulation-Based Optimization (Paperback, 1st ed. 2020)
Series: Studies in Computational Intelligence, 833
Expected to ship within 10 - 15 working days
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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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