{"product_id":"high-performance-simulation-based-optimization-9783030187644","title":"High-Performance Simulation-Based Optimization","description":"\u003cp\u003eThis 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.\u003c\/p\u003e","brand":"Gardners","offers":[{"title":"Default Title","offer_id":52915034161431,"sku":null,"price":12080.49,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0679\/6918\/8119\/files\/9783030187644.jpg?v=1781513081","url":"https:\/\/payment.letskitaboo.com\/products\/high-performance-simulation-based-optimization-9783030187644","provider":"Kitaboo One eStore","version":"1.0","type":"link"}