Genetic Programming IV

Genetic Programming IV

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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 Law14.1.2 Initial Circuit, Function Set, Terminal Set, and Control Parameters Although part numbers for vacuum tubes are ... Results for the Problem of Reducing Amplifier Distortion The best circuit from among the 1 , 000, 000 individuals inanbsp;...


Title:Genetic Programming IV
Author: John R. Koza, Martin A. Keane, Matthew J. Streeter, William Mydlowec, Jessen Yu, Guido Lanza
Publisher:Springer Science & Business Media - 2005-01-01
ISBN-13:

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