Genetic programming IV: routine human-competitive machine intelligence

Book Cover
Series:
Genetic programming volume GPEM 5
Publisher:
Springer,
Pub. Date:
[2003]
Language:
English
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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Grouped Work ID5738a61f-a9a9-d350-a62b-22774db3cb27
Grouping Titlegenetic programming iv routine human competitive machine intelligence
Grouping Authorjohn r koza and others
Grouping Categorybook
Last Grouping Update2019-12-03 18:08:28PM
Last Indexed2019-12-06 04:33:31AM

Solr Details

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auth_author2Koza, John R.
author2-roleKoza, John R.
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Bib IdFormatFormat CategoryEditionLanguagePublisherPublication DatePhysical Description
external_econtent:ils:.b29505148eBookeBookEnglishSpringer, [2003]xxviii, 590 pages : illustrations ; 24 cm + 1 DVD (4 3/4 in.)
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Bib IdItem IdGrouped StatusStatusLocally OwnedAvailableHoldableBookableIn Library Use OnlyLibrary OwnedHoldable PTypesBookable PTypesLocal Url
external_econtent:ils:.b29505148.i71757648Available OnlineAvailable Onlinefalsetruefalsefalsefalsetrue
seriesGenetic programming
series_with_volumeGenetic programming|GPEM 5
subject_facetApplication
Electronic books
Genetic programming (Computer science)
Programmation génétique (Informatique)
Résolution de problème
title_displayGenetic programming IV : routine human-competitive machine intelligence
title_fullGenetic programming IV [electronic resource] : routine human-competitive machine intelligence / John R. Koza ... [and others]
title_shortGenetic programming IV
title_subroutine human-competitive machine intelligence
topic_facetApplication
Genetic programming (Computer science)
Programmation génétique (Informatique)
Résolution de problème