Genetic Programming IV [electronic resource] : Routine Human-Competitive Machine Intelligence /

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.

Bibliographic Details

Main Authors:	Koza, John R. author., Keane, Martin A. author., Streeter, Matthew J. author., Mydlowec, William. author., Yu, Jessen. author., Lanza, Guido. author., SpringerLink (Online service)
Format:	Texto biblioteca
Language:	eng
Published:	Boston, MA : Springer US, 2003
Subjects:	Computer science., Computers., User interfaces (Computer systems)., Artificial intelligence., Statistical physics., Dynamical systems., Electrical engineering., Computer Science., Computing Methodologies., Artificial Intelligence (incl. Robotics)., Statistical Physics, Dynamical Systems and Complexity., Electrical Engineering., User Interfaces and Human Computer Interaction., Theory of Computation.,
Online Access:	http://dx.doi.org/10.1007/b137549
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