Human-Competitive Evolvable Hardware Created by Means of Genetic Programming
Created by W.Langdon from
gp-bibliography.bib Revision:1.7970
- @InCollection{koza:2006:EHW,
-
author = "John R. Koza and Martin A. Keane and
Matthew J. Streeter and Sameer H. Al-Sakran and Lee W. Jones",
-
title = "Human-Competitive Evolvable Hardware Created by Means
of Genetic Programming",
-
booktitle = "Evolvable Hardware",
-
publisher = "Springer",
-
year = "2006",
-
editor = "Tetsuya Higuchi and Yong Liu and Xin Yao",
-
number = "VIII?",
-
series = "Genetic and Evolutionary Computation",
-
chapter = "10",
-
pages = "173--197",
-
month = aug,
-
keywords = "genetic algorithms, genetic programming, evolvable
hardware, analog electrical circuits, automated design,
developmental process, reinvention of previously
patented entity, human-competitive result",
-
ISBN = "0-387-24386-0",
-
DOI = "doi:10.1007/0-387-31238-2_10",
-
abstract = "Genetic programming is a systematic method for getting
computers to automatically solve problems. Genetic
programming is an extension of the idea of the genetic
algorithm into the arena of computer programs. Genetic
programming uses the Darwinian principle of natural
selection and analogs of recombination (crossover),
mutation, gene duplication, gene deletion, and certain
mechanisms of developmental biology to progressively
breed, over a series of many generations, an improved
population of candidate solutions to a problem. Many
human-competitive results have been produced using the
genetic programming technique, including the automated
reinvention of previously patented inventions. This
chapter concentrates on the automatic synthesis of six
21st century patented analog electrical circuits by
means of genetic programming. The automatic synthesis
of analog circuits is done from scratch, that is,
without starting from a preexisting good design and
without prespecifying the circuit's topology or number
or sizing of components. This chapter also briefly
summarises some examples of the automatic synthesis of
other types of complex structures by means of genetic
programming.",
-
notes = "http://www.springer.com/east/home/computer/hardware?SGWID=5-150-22-46626015-0",
- }
Genetic Programming entries for
John Koza
Martin A Keane
Matthew J Streeter
Sameer H Al-Sakran
Lee W Jones
Citations