{"product_id":"genetic-programming-theory-and-practice-ix-von-rick-riolo-ekaterina-vladislavleva-jason-h-moore-hrsg-1","title":"Genetic Programming Theory and Practice IX","description":"These 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.\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9781461429418\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9781461417699\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9781461429418","offer_id":39417151258717,"sku":"9781461429418","price":53.49,"currency_code":"EUR","in_stock":true},{"title":"Hardcover - 9781461417699","offer_id":40566536208477,"sku":"9781461417699","price":53.49,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/3eae4dae-a81b-4187-814a-1abefd1ada92.jpg?v=1772342460","url":"https:\/\/shop.autorenwelt.de\/products\/genetic-programming-theory-and-practice-ix-von-rick-riolo-ekaterina-vladislavleva-jason-h-moore-hrsg-1","provider":"Autorenwelt Shop","version":"1.0","type":"link"}