{"product_id":"evolutionary-algorithms-9781119136415","title":"Evolutionary Algorithms","description":"\u003cp\u003eEvolutionary algorithms are bio-inspired algorithms based on Darwin s theory of evolution. They are expected to provide non-optimal but good quality solutions to problems whose resolution is impracticable by exact methods. In six chapters, this book presents the essential knowledge required to efficiently implement evolutionary algorithms. Chapter 1 describes a generic evolutionary algorithm as well as the basic operators that compose it. Chapter 2 is devoted to the solving of continuous optimization problems, without constraint. Three leading approaches are described and compared on a set of test functions. Chapter 3 considers continuous optimization problems with constraints. Various approaches suitable for evolutionary methods are presented. Chapter 4 is related to combinatorial optimization. It provides a catalog of variation operators to deal with order-based problems. Chapter 5 introduces the basic notions required to understand the issue of multi-objective optimization and a variety of approaches for its application. Finally, Chapter 6 describes different approaches of genetic programming able to evolve computer programs in the context of machine learning.\u003c\/p\u003e","brand":"Gardners","offers":[{"title":"Default Title","offer_id":53898107683095,"sku":null,"price":18187.14,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0679\/6918\/8119\/files\/9781119136415.jpg?v=1784093802","url":"https:\/\/payment.letskitaboo.com\/ur\/products\/evolutionary-algorithms-9781119136415","provider":"Kitaboo One eStore","version":"1.0","type":"link"}