Genetic Programming III
Subtitle: Darwinian Invention and Problem Solving
Edition: 1st edition
Publisher: Morgan Kaufmann
Published: May 15, 1999
Language: eng
Format: Hardcover
Number of pages: 1154
ISBN-13: 9781558605435
Subjects: Circuits & components; Machine learning; Computers - Languages / Programming; Genetic Algorithms; Computers; Life Sciences - Genetics & Genomics; Computer Books: General; Genetic programming (Computer science); Artificial Intelligence - General; Computers / Artificial Intelligence; Genetic programming (Computer
First sentence: One of the central challenges of computer science is to get a computer to solve a problem without explicitly programming it.
Description: Genetic programming (GP) is a method for getting a computer to solve a problem by telling it what needs to be done instead of how to do it. Koza, Bennett, Andre, and Keane present genetically evolved solutions to dozens of problems of design, control, classification, system identification, and computational molecular biology. Among the solutions are 14 results competitive with human-produced results, including 10 rediscoveries of previously patented inventions.