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Genetic Programming IV: Routine Human-Competitive Machine Intelligence | |||||
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Rok: 2003
Hodnocení: AnotaceGenetic 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. 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. Dostupné zdroje
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