ENGLISH

Genetic Programming IV: Routine Human-Competitive Machine Intelligence

By John R. Koza , Martin A. Keane , Matthew J. Streeter , William Mydlowec , Jessen Yu , Guido Lanza (auth.)

Book information

Publisher
Springer US
Year
2005
ISBN
978-0-387-25067-0, 978-0-387-26417-2
DOI
10.1007/b137549
Language
english
Format
PDF
Filesize
5 MB (5262404 bytes)
Series
Genetic Programming Series 5
Edition
1
Pages
590\606
Orientation
yes
Scanned
yes
Time added
2013-08-01 04:00:00
ChaosComplex SystemsElectronic and Computer Engineering; Theory of ComNeural Networks

Description

Genetic Programming IV: Routine Human-Competitive Machine Intelligence presents the application of GP to a wide variety of problems involving automated synthesis of controllers, circuits, antennas, genetic networks, and metabolic pathways. The book describes fifteen instances where GP has created an entity that either infringes or duplicates the functionality of a previously patented 20th-century invention, six instances where it has done the same with respect to post-2000 patented inventions, two instances where GP has created a patentable new invention, and thirteen other human-competitive results. The book additionally establishes: GP now delivers routine human-competitive machine intelligence GP is an automated invention machine GP can create general solutions to problems in the form of parameterized topologies GP has delivered qualitatively more substantial results in synchrony with the relentless iteration of Moore's Law

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