A Field Guide to Genetic Programming

A Field Guide to Genetic Programming

4.11 - 1251 ratings - Source

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.Pragmatic genetic programming strategy for the problem of vehicle detection in airborne reconnaissance. Pattern ... t.u-tokyo.ac.jpzSz~ibazSztmpzSzagp94.pdf/ iba94genetic.pdf. H. Iba, T. Sato, and H. de Garis. Recombination guidanceanbsp;...

Title:A Field Guide to Genetic Programming
Publisher:Lulu.com - 2008


You Must CONTINUE and create a free account to access unlimited downloads & streaming