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Evolutionary Algorithm - Revision history
2026-07-19T17:06:50Z
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Jfromm at 11:24, 4 October 2008
2008-10-04T11:24:32Z
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<tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>is a generic term used to indicate any population-based heuristic optimization </div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>is a generic term used to indicate any population-based heuristic optimization </div></td></tr>
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<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>[http://ls11-www.cs.uni-dortmund.de/people/beyer/EA-glossary/def-engl-html.html Glossary of Terms and Definitions in Evolutionary Algorithms]</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;">* </ins>[http://ls11-www.cs.uni-dortmund.de/people/beyer/EA-glossary/def-engl-html.html Glossary of Terms and Definitions in Evolutionary Algorithms]</div></td></tr>
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Jfromm
https://wiki.cas-group.net/index.php?title=Evolutionary_Algorithm&diff=172&oldid=prev
Jfromm: New page: '''Evolutionary Algorithm''' (also EA, evolutionary computation, artificial evolution) is a generic term used to indicate any population-based heuristic optimization algorithm that uses...
2008-10-02T19:59:35Z
<p>New page: '''Evolutionary Algorithm''' (also EA, evolutionary computation, artificial evolution) is a generic term used to indicate any population-based heuristic optimization algorithm that uses...</p>
<p><b>New page</b></p><div><br />
'''Evolutionary Algorithm''' (also EA, evolutionary computation, artificial evolution) <br />
is a generic term used to indicate any population-based heuristic optimization <br />
algorithm that uses mechanisms inspired by biological [[Evolution|evolution]], such as <br />
reproduction, mutation and recombination. Candidate solutions to the <br />
optimization problem play the role of individuals in a population, and the cost <br />
function determines the environment within which the solutions "live" (see <br />
also fitness function). Evolution of the population then takes place after the <br />
repeated application of the above operators.<br />
<br />
*[[Genetic Algorithms]] - This is the most popular type of EA. One seeks the solution of a problem in the form of strings of numbers or characters (traditionally binary), virtually applying recombination operators in addition to selection and mutation<br />
*[[Genetic Programming]] - Here the solutions are in the form of computer programs, and their fitness is determined by their ability to solve a computational problem;<br />
<br />
The major difference between [[Genetic Algorithms]] and [[Genetic Programming]] is<br />
the target: in '''Genetic Algorithms''' you try to find a certain<br />
blueprint or abstract code in form of strings, in '''Genetic Programming''' you<br />
try to change a computer language code directly (for example a suitable<br />
language like Lisp).<br />
<br />
== Links ==<br />
<br />
[http://ls11-www.cs.uni-dortmund.de/people/beyer/EA-glossary/def-engl-html.html Glossary of Terms and Definitions in Evolutionary Algorithms]</div>
Jfromm