Genetic programming (GP) is a systematic, domain-independent method for getting computers to solve problems automatically starting from a high-level statement of what needs to be done. Using ideas from natural evolution, GP starts from an ooze of random computer programs, and progressively refines them through processes of mutation and sexual recombination, until high-fitness solutions emerge. All this without the user having to know or specify the form or structure of solutions in advance. GP has generated a plethora of human-competitive results and applications, including novel scientific discoveries and patentable inventions. This unique overview of this exciting technique is written by three of the most active scientists in GP. See www.gp-field-guide.org.uk for more information on the book.
發表於2025-01-26
A Field Guide to Genetic Programming 2025 pdf epub mobi 電子書 下載
圖書標籤: 遺傳編程 計算機科學 計算機 算法 元啓發式算法 人工智能/機器學習
A Field Guide to Genetic Programming 2025 pdf epub mobi 電子書 下載