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Genetic Programming IV
Routine Human-Competitive Machine Intelligence
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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; and GP has delivered qualitatively more substantial results in synchrony with the relentless iteration of Moore's Law.
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Springer-Verlag New York Inc; September 2005
613 pages; ISBN 9780387264172
Read online, or download in secure PDF format
613 pages; ISBN 9780387264172
Read online, or download in secure PDF format
Subject categories
- Academic > Mathematics > General > Mathematics
- Academic > Computer Science > Computer science
- Academic > Computer Science > Electronic data processing
- Academic > Computer Science > Computer programming
- Academic > Computer Science > Functional programming
- Academic > Computer Science > Genetic programming
- Academic > Mathematics > Instruments and machines
- Academic > Mathematics > Geometry. Trigonometry.Topology
- Computers > Programming
ISBNs
0387264175
9780387250670
9780387264172