https://wiki.sarg.dev/index.php?action=history&feed=atom&title=Emergent_algorithmEmergent algorithm - Revision history2026-04-18T23:37:56ZRevision history for this page on the wikiMediaWiki 1.44.2https://wiki.sarg.dev/index.php?title=Emergent_algorithm&diff=148497&oldid=previmported>Hplotter at 16:25, 18 November 20242024-11-18T16:25:10Z<p></p>
<p><b>New page</b></p><div>{{short description|Algorithm exhibiting emergent behavior}}<br />
An '''emergent algorithm''' is an [[algorithm]] that exhibits [[Emergence|emergent behavior]]. In essence an emergent algorithm implements a set of simple ''building block'' behaviors that when combined exhibit more complex behaviors. One example of this is the implementation of [[Fuzzy logic|fuzzy]] motion controllers used to adapt robot movement in response to environmental obstacles.<ref>[http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.97.8106&rep=rep1&type=pdf Emergent behaviors of a fuzzy sensory-motor controller evolved by genetic algorithm], Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on (Volume: 31, Issue: 6)</ref><br />
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An '''emergent algorithm''' has the following characteristics: {{dubious|date=May 2013}}<br />
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* it achieves predictable [[global effect]]s<br />
* it does not require [[global visibility]]<br />
* it does not assume any kind of [[centralized control]]<br />
* it is [[self-stabilization|self-stabilizing]]<br />
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Other examples of emergent algorithms and models include [[cellular automata]],<ref>{{cite conference<br />
| first = Klaus A.<br />
| last = Brunner<br />
| title = What's emergent in Emergent Computing?<br />
| book-title = Cybernetics and Systems 2002: Proceedings of the 16th European Meeting on Cybernetics and Systems Research<br />
| place = Vienna<br />
| pages = 189–192<br />
| volume = 1<br />
| url = http://klaus.e175.net/emcsr2002.pdf<br />
| access-date = 2009-02-18<br />
| year = 2002<br />
| archive-url = https://web.archive.org/web/20110723104427/http://klaus.e175.net/emcsr2002.pdf<br />
| archive-date = 2011-07-23<br />
| url-status = dead<br />
}}</ref> [[artificial neural networks]] and [[swarm intelligence]] systems ([[ant colony optimization]], [[bees algorithm]], etc.).<br />
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== See also ==<br />
* [[Emergence]]<br />
* [[Evolutionary computation]]<br />
* [[Fuzzy logic]]<br />
* [[Genetic algorithm]]<br />
* [[Heuristic]]<br />
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==References==<br />
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<references/><br />
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{{DEFAULTSORT:Emergent Algorithm}}<br />
[[Category:Artificial intelligence engineering]]<br />
[[Category:Emergence|Algorithm]]<br />
[[Category:Heuristic algorithms]]<br />
[[Category:Algorithms]]<br />
[[Category:Cybernetics]]<br />
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