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Difference between revisions of "Natural selection in search and computation"

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====References====
 
====References====
<table><TR><TD valign="top">[a1]</TD> <TD valign="top">  N.K. Bansal,  S. Gupta,  "On the natural selection rule in general linear models"  ''Metrika'' , '''46'''  (1997)  pp. 59–69</TD></TR><TR><TD valign="top">[a2]</TD> <TD valign="top">  "Evolutionary algorithms in engineering applications"  D. Dasgupta (ed.)  Z. Michalewicz (ed.) , Springer  (1997)</TD></TR><TR><TD valign="top">[a3]</TD> <TD valign="top">  D.E. Goldberg,  "Genetic algorithms in search, optimization and machine learning" , Addison-Wesley  (1989)</TD></TR><TR><TD valign="top">[a4]</TD> <TD valign="top">  J.R. Koza,  "Genetic programming: on the programming of computers by means of natural selection and genetics" , MIT  (1992)</TD></TR><TR><TD valign="top">[a5]</TD> <TD valign="top">  Z. Michalewicz,  "Genetic algorithms <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/n/n120/n120050/n1200501.png" /> data structures <img align="absmiddle" border="0" src="https://www.encyclopediaofmath.org/legacyimages/n/n120/n120050/n1200502.png" /> evolution programs" , Springer  (1992)</TD></TR><TR><TD valign="top">[a6]</TD> <TD valign="top">  L.C. Tang,  "A nonparametric approach for selecting the most reliable population"  ''Queueing Systems'' , '''24'''  (1996)  pp. 169–176</TD></TR></table>
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<table><tr><td valign="top">[a1]</td> <td valign="top">  N.K. Bansal,  S. Gupta,  "On the natural selection rule in general linear models"  ''Metrika'' , '''46'''  (1997)  pp. 59–69</td></tr><tr><td valign="top">[a2]</td> <td valign="top">  "Evolutionary algorithms in engineering applications"  D. Dasgupta (ed.)  Z. Michalewicz (ed.) , Springer  (1997)</td></tr><tr><td valign="top">[a3]</td> <td valign="top">  D.E. Goldberg,  "Genetic algorithms in search, optimization and machine learning" , Addison-Wesley  (1989)</td></tr><tr><td valign="top">[a4]</td> <td valign="top">  J.R. Koza,  "Genetic programming: on the programming of computers by means of natural selection and genetics" , MIT  (1992)</td></tr><tr><td valign="top">[a5]</td> <td valign="top">  Z. Michalewicz,  "Genetic algorithms $+$ data structures $=$ evolution programs" , Springer  (1992)</td></tr><tr><td valign="top">[a6]</td> <td valign="top">  L.C. Tang,  "A nonparametric approach for selecting the most reliable population"  ''Queueing Systems'' , '''24'''  (1996)  pp. 169–176</td></tr></table>

Latest revision as of 16:58, 1 July 2020

evolutionary computation

An evolutionary algorithm is a general-purpose search procedure based on the mechanisms of natural selection and population genetics. Different variants are: genetic algorithms (cf. Genetic algorithm); evolutionary strategies; evolutionary programming; genetic programming. Such algorithms and ideas have found many applications in, e.g.: scheduling theory; circuit and network design; architectural design; control (cf. Control system); signal processing; selection of most reliable populations (in statistics); optimal treatment (in statistics); production planning; etc.

References

[a1] N.K. Bansal, S. Gupta, "On the natural selection rule in general linear models" Metrika , 46 (1997) pp. 59–69
[a2] "Evolutionary algorithms in engineering applications" D. Dasgupta (ed.) Z. Michalewicz (ed.) , Springer (1997)
[a3] D.E. Goldberg, "Genetic algorithms in search, optimization and machine learning" , Addison-Wesley (1989)
[a4] J.R. Koza, "Genetic programming: on the programming of computers by means of natural selection and genetics" , MIT (1992)
[a5] Z. Michalewicz, "Genetic algorithms $+$ data structures $=$ evolution programs" , Springer (1992)
[a6] L.C. Tang, "A nonparametric approach for selecting the most reliable population" Queueing Systems , 24 (1996) pp. 169–176
How to Cite This Entry:
Natural selection in search and computation. Encyclopedia of Mathematics. URL: http://encyclopediaofmath.org/index.php?title=Natural_selection_in_search_and_computation&oldid=50283
This article was adapted from an original article by M. Hazewinkel (originator), which appeared in Encyclopedia of Mathematics - ISBN 1402006098. See original article