{"product_id":"evolutionary-algorithms-9781848218048","title":"Evolutionary Algorithms","description":"\u003cp\u003e • Author(s): Alain Petrowski\u003cbr\u003e • Publisher: Wiley-Iste\u003cbr\u003e • Publisher Imprint: Wiley-Iste\u003cbr\u003e • BISAC: Programming - Algorithms\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\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.\u003c\/p\u003e \u003cp\u003eIn six chapters, this book presents the essential knowledge required to efficiently implement evolutionary algorithms.\u003c\/p\u003e \u003cp\u003eChapter 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":"Wiley-Iste","offers":[{"title":"Hardcover","offer_id":45201586094231,"sku":"9781848218048","price":16038.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781848218048.webp?v=1767105148","url":"https:\/\/atlanticbooks.com\/products\/evolutionary-algorithms-9781848218048","provider":"Atlantic Books","version":"1.0","type":"link"}