{"product_id":"9783030746391","title":"Studies in Computational Intelligence: Integrating Evolutionary Computation, Machine Learning and Data Science","description":"\u003ch1\u003eStudies in Computational Intelligence: Integrating Evolutionary Computation, Machine Learning and Data Science\u003c\/h1\u003e \u003ch2\u003eJin, Yaochu; Wang, Handing; Sun, Chaoli\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\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. \u003c\/p\u003e\n\n\u003cp\u003eThis 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 \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2021-06-29\u003c\/p\u003e \u003cp\u003eFormat: Hardcover\u003c\/p\u003e \u003cp\u003eISBN-13: 9783030746391\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-030-74640-7\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 393\u003c\/p\u003e ","brand":"Springer International Publishing","offers":[{"title":"Default Title","offer_id":44806281003148,"sku":"9783030746391","price":179.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783030746391.jpg?v=1775008624","url":"https:\/\/lateknightbooks.com\/products\/9783030746391","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}