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

Genetic Programming IV (eBook, PDF)

Routine Human-Competitive Machine Intelligence

• Format: PDF

Produktbeschreibung

Genetic programming (GP) is a method for automatically creating computer programs. It starts from a high-level statement of what needs to be done and uses the Darwinian principle of natural selection to breed a population of improving programs over many generations. 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.

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Produktdetails

• Verlag: Springer US
• Seitenzahl: 590
• Erscheinungstermin: 14. September 2005
• Englisch
• ISBN-13: 9780387264172
• Artikelnr.: 37288326