Koza / Keane / Streeter Genetic Programming IV

Routine Human-Competitive Machine Intelligence
1. Auflage 2005
ISBN: 978-0-387-26417-2
Verlag: Springer US
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, Band 5, 606 Seiten

Reihe: Genetic Programming

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

Autoren/Hrsg.

Koza, John R.

Keane, Martin A.

Streeter, Matthew J.

Mydlowec, William

Yu, Jessen

Lanza, Guido