Genetic Programming IV: Routine Human-Competitive Machine Intelligence

John R. Koza · Martin A. Keane · Matthew J. Streeter · William Mydlowec · Jessen Yu · Guido Lanza

2005年9月 · Genetic Programming 第 5 本图书 · Springer Science & Business Media

关于此电子书

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