{"product_id":"high-performance-simulation-based-optimization-von-thomas-bartz-beielstein-bogdan-filipic-peter-korosec-el-ghazali-talbi-bogdan-filipic-peter-korosec-el-ghazali-talbi-hrsg","title":"High-Performance Simulation-Based Optimization","description":"\n                                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                \n                \u003cbr\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783030187668\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783030187637\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9783030187668","offer_id":39418933280861,"sku":"9783030187668","price":106.99,"currency_code":"EUR","in_stock":true},{"title":"Hardcover - 9783030187637","offer_id":28401285267549,"sku":"9783030187637","price":149.79,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/ada32074-4fe4-4a08-8025-70a565ba3163.jpg?v=1774674843","url":"https:\/\/shop.autorenwelt.de\/products\/high-performance-simulation-based-optimization-von-thomas-bartz-beielstein-bogdan-filipic-peter-korosec-el-ghazali-talbi-bogdan-filipic-peter-korosec-el-ghazali-talbi-hrsg","provider":"Autorenwelt Shop","version":"1.0","type":"link"}