A Field Guide to Genetic Programming
暫譯: 遺傳程式設計實用指南

Riccardo Poli, William B. Langdon, Nicholas Freitag McPhee

  • 出版商: ***
  • 出版日期: 2008-03-26
  • 售價: $900
  • 貴賓價: 9.5$855
  • 語言: 英文
  • 頁數: 252
  • 裝訂: Paperback
  • ISBN: 1409200736
  • ISBN-13: 9781409200734
  • 海外代購書籍(需單獨結帳)

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商品描述

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.

商品描述(中文翻譯)

遺傳程式設計(Genetic Programming, GP)是一種系統性、領域獨立的方法,旨在讓電腦自動解決問題,從高層次的需求陳述開始。GP 借鑒自然進化的概念,從一堆隨機的電腦程式開始,並通過突變和性重組的過程逐步精煉,直到出現高適應度的解決方案。所有這一切都不需要使用者事先了解或指定解決方案的形式或結構。GP 產生了大量與人類競爭的成果和應用,包括新穎的科學發現和可專利的發明。這本關於這一激動人心技術的獨特概述是由三位在 GP 領域最活躍的科學家撰寫的。欲了解更多有關本書的信息,請參見 www.gp-field-guide.org.uk。