Genetic Programming IV

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  • Genetic Programming IV Book Detail

  • Author : John R. Koza
  • Release Date : 2005-03-21
  • Publisher : Springer Science & Business Media
  • Genre : Computers
  • Pages : 626
  • ISBN 13 : 9780387250670
  • File Size : 31,31 MB

Genetic Programming IV by John R. Koza PDF Summary

Book Description: 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

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In this ground-breaking book, John Koza shows how this remarkable paradigm works and provides substantial empirical evidence that solutions to a great variety o