Human-competitive results produced by genetic …

Human-competitive results produced by genetic …

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Year:2009

Published:2019-05-01

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Book Description

Genet Program Evolvable Mach (2010) 11:251–284
DOI 10.1007/s10710-010-9112-3
CONTRIBUTED ARTICLE

Human-competitive results produced by genetic
programming
John R. Koza

Received: 29 November 2009 / Revised: 17 April 2010 / Published online: 25 May 2010
 The Author(s) 2010. This article is published with open access at Springerlink.com

Abstract Genetic programming has now been used to produce at least 76
instances of results that are competitive with human-produced results. These
human-competitive results come from a wide variety of fields, including quantum
computing circuits, analog electrical circuits, antennas, mechanical systems, controllers, game playing, finite algebras, photonic systems, image recognition, optical
lens systems, mathematical algorithms, cellular automata rules, bioinformatics,
sorting networks, robotics, assembly code generation, software repair, scheduling,
communication protocols, symbolic regression, reverse engineering, and empirical
model discovery. This paper observes that, des

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