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URL :  A Field Guide to Genetic Programming
Author : Riccardo Poli - William B. Langdon - Nicholas F. McPhee
Detail : 2008 | PDF | 3.6 Mb | 250 pages

eBook License: Creative Commons Attribution-Noncommercial-No Derivative Works 2.0 UK

Genetic programming (GP) is a collection of evolutionary computation techniques that allow computers to solve problems automatically. Since its inception twenty years ago, GP has been used to solve a wide range of practical problems, producing a number of human-competitive results and even patentable new inventions.

Like many other areas of computer science, GP is evolving rapidly, with new ideas, techniques and applications being constantly proposed. While this shows how wonderfully prolific GP is, it also makes it difficult for newcomers to become acquainted with the main ideas in the field, and form a mental map of its different branches. Even for people who have been interested in GP for a while, it is difficult to keep up with the pace of new developments. (From Author)

eBook Contents

Introduction – Basics – Advanced Genetic Programming – Practical Genetic Programming – Tricks of the Trade
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