{"product_id":"genetic-algorithms-in-search-optimization-and-machine-learning-1st-edition","title":"GENETIC ALGORITHMS IN SEARCH, OPTIMIZATION AND MACHINE LEARNING 1ST EDITION","description":"\u003ch3\u003eBook Details\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eAuthor\u003c\/strong\u003e: Goldberg\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eBinding\u003c\/strong\u003e: Paperback\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eNumber of Pages\u003c\/strong\u003e: 200\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eRelease Date\u003c\/strong\u003e: 01-12-2008\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eISBN\u003c\/strong\u003e: 9788131709931\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003ePackage Dimensions\u003c\/strong\u003e: 9.4 x 7.2 x 0.7 inches\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eLanguages\u003c\/strong\u003e: English\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003chr\u003e\n\u003ch3\u003eAbout the Book\u003c\/h3\u003e\n\u003cp\u003e\u003cstrong\u003e\"Genetic Algorithms\"\u003c\/strong\u003e by \u003cstrong\u003eGoldberg\u003c\/strong\u003e introduces the fundamental concepts of \u003cstrong\u003egenetic algorithms\u003c\/strong\u003e (GAs), which are search algorithms inspired by the process of \u003cstrong\u003enatural selection\u003c\/strong\u003e and \u003cstrong\u003egenetics\u003c\/strong\u003e. This text provides a comprehensive understanding of how these powerful algorithms can be used to solve optimization and search problems in diverse fields.\u003c\/p\u003e\n\u003cp\u003eAt its core, \u003cstrong\u003egenetic algorithms\u003c\/strong\u003e simulate the natural evolutionary process, where solutions evolve over successive generations through selection, crossover, and mutation. The book explores both the \u003cstrong\u003etheory\u003c\/strong\u003e behind genetic algorithms and their \u003cstrong\u003epractical applications\u003c\/strong\u003e, providing a balanced view for both students and professionals seeking to understand the mechanics of GAs.\u003c\/p\u003e\n\u003cp\u003eGoldberg covers the following key topics:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eTheory of Genetic Algorithms\u003c\/strong\u003e: The principles that drive the process of evolution and their translation into search algorithms.\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eOperation of Genetic Algorithms\u003c\/strong\u003e: How genetic algorithms are implemented and function within computational frameworks.\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eApplications\u003c\/strong\u003e: The wide range of practical problems where genetic algorithms can be applied, from \u003cstrong\u003eoptimization problems\u003c\/strong\u003e to complex \u003cstrong\u003emachine learning\u003c\/strong\u003e tasks.\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eWith clear explanations and practical insights, this book serves as an excellent introduction to the world of \u003cstrong\u003egenetic algorithms\u003c\/strong\u003e for those looking to apply evolutionary computation in solving real-world problems.\u003c\/p\u003e\n\u003cp\u003eWhether you are a student studying \u003cstrong\u003ecomputer science\u003c\/strong\u003e, a researcher in \u003cstrong\u003eartificial intelligence\u003c\/strong\u003e, or a professional in fields that involve \u003cstrong\u003eoptimization\u003c\/strong\u003e and \u003cstrong\u003esearch algorithms\u003c\/strong\u003e, this book will equip you with a solid foundation in \u003cstrong\u003egenetic algorithms\u003c\/strong\u003e.\u003c\/p\u003e","brand":"Pearson","offers":[{"title":"Default Title","offer_id":49939503350064,"sku":"Sarat_9788177588293","price":893.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0690\/9968\/4144\/files\/pearson-book-default-title-genetic-algorithms-in-search-optimization-and-machine-learning-1st-edition-41286306922800.jpg?v=1775948425","url":"https:\/\/www.retailmaharaj.com\/products\/genetic-algorithms-in-search-optimization-and-machine-learning-1st-edition","provider":"Retail Maharaj","version":"1.0","type":"link"}