Genetic Programming IV

Routine Human-Competitive Machine Intelligence

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

Part of the Genetic Programming Series book series (GPEM, volume 5)

About this book


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


circuit computer control genetic programming intelligence network networks programming

Bibliographic information

  • DOI
  • Copyright Information Springer Science+Business Media, Inc. 2003
  • Publisher Name Springer, Boston, MA
  • eBook Packages Springer Book Archive
  • Print ISBN 978-0-387-25067-0
  • Online ISBN 978-0-387-26417-2
  • Series Print ISSN 1566-7863
  • Buy this book on publisher's site