{"product_id":"data-driven-evolutionary-optimization-integrating-evolutionary-computation-machine-learning-and-data-science-von-yaochu-jin-chaoli-sun-handing-wang","title":"Data-Driven Evolutionary Optimization","description":"\n                                \n                \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                \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\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783030746421\"\u003e\u003ch3\u003eIntegrating Evolutionary Computation, Machine Learning and Data Science\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783030746391\"\u003e\u003ch3\u003eIntegrating Evolutionary Computation, Machine Learning and Data Science\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9783030746421","offer_id":40275194282077,"sku":"9783030746421","price":181.89,"currency_code":"EUR","in_stock":true},{"title":"Hardcover - 9783030746391","offer_id":39356660547677,"sku":"9783030746391","price":181.89,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/853cda25-6c8b-4f19-8d90-aa360d64bd38.jpg?v=1774676282","url":"https:\/\/shop.autorenwelt.de\/products\/data-driven-evolutionary-optimization-integrating-evolutionary-computation-machine-learning-and-data-science-von-yaochu-jin-chaoli-sun-handing-wang","provider":"Autorenwelt Shop","version":"1.0","type":"link"}