Genetic Programming

Genetic Programming pdf epub mobi txt 電子書 下載2025

出版者:A Bradford Book
作者:John R. Koza
出品人:
頁數:840
译者:
出版時間:1992-12-11
價格:USD 100.00
裝幀:Hardcover
isbn號碼:9780262111706
叢書系列:
圖書標籤:
  • 遺傳編程 
  • 人工智能 
  • 遺傳 
  • 進化 
  • 失控 
  • CS 
  • C++ 
  • AI 
  •  
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Genetic programming may be more powerful than neural networks and other machine learning techniques, able to solve problems in a wider range of disciplines. In this ground-breaking book, John Koza shows how this remarkable paradigm works and provides substantial empirical evidence that solutions to a great variety of problems from many different fields can be found by genetically breeding populations of computer programs. Genetic Programming contains a great many worked examples and includes a sample computer code that will allow readers to run their own programs.In getting computers to solve problems without being explicitly programmed, Koza stresses two points: that seemingly different problems from a variety of fields can be reformulated as problems of program induction, and that the recently developed genetic programming paradigm provides a way to search the space of possible computer programs for a highly fit individual computer program to solve the problems of program induction. Good programs are found by evolving them in a computer against a fitness measure instead of by sitting down and writing them.John R. Koza is Consulting Associate Professor in the Computer Science Department at Stanford University.

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