{"product_id":"data-driven-evolutionary-optimization-9783030746407","title":"Data-Driven Evolutionary Optimization","description":"\u003cp\u003eIntended for researchers and practitioners alike, this book covers carefully selected yet broad topics in optimization, machine learning, and metaheuristics. Written by world-leading academic researchers who are extremely experienced in industrial applications, this self-contained book is the first of its kind that provides comprehensive background knowledge, particularly practical guidelines, and state-of-the-art techniques.  New algorithms are carefully explained, further elaborated with pseudocode or flowcharts, and full working source code is made freely available. This is followed by a presentation of a variety of data-driven single- and multi-objective optimization algorithms that seamlessly integrate modern machine learning such as deep learning and transfer learning with evolutionary and swarm optimization algorithms. Applications of data-driven optimization ranging from aerodynamic design, optimization of industrial processes, to deep neural architecture search are included.\u003c\/p\u003e","brand":"Gardners","offers":[{"title":"Default Title","offer_id":52916852621591,"sku":null,"price":20179.14,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0679\/6918\/8119\/files\/9783030746407.jpg?v=1781593796","url":"https:\/\/payment.letskitaboo.com\/ur\/products\/data-driven-evolutionary-optimization-9783030746407","provider":"Kitaboo One eStore","version":"1.0","type":"link"}