A Field Guide to Genetic Programming
by R. Poli, W. B. Langdon, N. F. McPhee
Publisher: Lulu.com 2008
ISBN/ASIN: 1409200736
ISBN-13: 9781409200734
Number of pages: 252
Description:
Genetic programming is a systematic method for getting computers to solve problems automatically starting from a high-level statement of what needs to be done. 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.
Download or read it online for free here:
Download link
(3.8MB, PDF)
Similar books
Advances in Evolutionary Algorithmsby Witold Kosinski - InTech
With the recent trends towards massive data sets and significant computational power, evolutionary computation is becoming much more relevant to practice. The book presents recent improvements, ideas and concepts in a part of a huge EA field.
(14831 views)
Advances in Genetic Programming, Vol. 3by L. Spector, W.B. Langdon, U. O'Reilly, P.J. Angeline - The MIT Press
Genetic programming is a form of evolutionary computation that evolves programs and program-like executable structures for developing reliable applications. This volume highlights the recent technical advances in this increasingly popular field.
(8800 views)
Global Optimization Algorithms: Theory and Applicationby Thomas Weise
The book on global optimization algorithms - methods to find optimal solutions for given problems. It focuses on evolutionary algorithms, genetic algorithms, genetic programming, learning classifier systems, evolution strategy, etc.
(13455 views)
Evolutionary Algorithmsby Eisuke Kita - InTech
Evolutionary algorithms are successively applied to wide optimization problems in the engineering, marketing, operations research, and social science, such as include scheduling, genetics, material selection, structural design and so on.
(10016 views)