{"product_id":"9781461429418","title":"Genetic and Evolutionary Computation","description":"\u003ch1\u003eGenetic and Evolutionary Computation\u003c\/h1\u003e \u003ch2\u003eRiolo, Rick; Vladislavleva, Ekaterina; Moore, Jason H.\u003c\/h2\u003e \u003cp\u003eThese contributions, written by the foremost international researchers and practitioners of Genetic Programming (GP), explore the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP.\nTopics include: modularity and scalability; evolvability;  human-competitive results; the need for important high-impact GP-solvable problems;; the risks of search stagnation and of cutting off paths to solutions; the need for novelty; empowering GP search with expert knowledge;\n\nIn addition, GP symbolic regression is thoroughly discussed, addressing such topics as guaranteed reproducibility of SR; validating SR results, measuring and controlling genotypic complexity; controlling phenotypic complexity; identifying, monitoring, and avoiding over-fitting; finding a comprehensive collection of SR benchmarks, comparing SR to machine learning.  \n\nThis text is  for all GP explorers.  Readers will discover large-scale, real-world applications of GP to a variety of problem domains via in-depth presentations of the latest and most significant results.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2013-11-29\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9781461429418\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-1-4614-1770-5\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 264\u003c\/p\u003e ","brand":"Springer New York","offers":[{"title":"Default Title","offer_id":46541710229644,"sku":"9781461429418","price":49.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781461429418.jpg?v=1772829484","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9781461429418","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}