Click Here to Download: https://ouo.io/Irq2a0 High-Performance Simulation-Based Optimization By: Thomas Bartz-Beielstein Publisher: Springer Print ISBN: 9783030187637, 3030187632 eText ISBN: 9783030187644, 3030187640 Copyright year: 2020 Format: EPUB Available from $ 159.00 USD SKU 9783030187644 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.
