{"product_id":"high-performance-simulation-based-optimization","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.\u003c\/p\u003e\u003cp\u003eThat'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\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e","brand":"None","offers":[{"title":"Paperback","offer_id":46602443686098,"sku":"9783030187668","price":160.95,"currency_code":"CAD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0655\/8980\/5233\/files\/1_b5c88bd3-8d24-4cb4-bcf5-fe96b7f52987.jpg?v=1763678670","url":"https:\/\/www.indigo.ca\/products\/high-performance-simulation-based-optimization","provider":"Indigo","version":"1.0","type":"link"}