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[ACM Press the 2005 conference - Washington DC, USA (2005.06.25-2005.06.29)] Proceedings of the 2005 conference on Genetic and evolutionary computation - GECCO '05 - Total synthesis of algorithmic chemistries

✍ Scribed by Lasarczyk, Christian W. G.; Banzhaf, Wolfgang


Book ID
111674521
Publisher
ACM Press
Year
2005
Tongue
English
Weight
488 KB
Volume
0
Category
Article
ISBN-13
9781595930101

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✦ Synopsis


Algorithmic Chemistries are Artificial Chemistries that aim at algorithms. In this contribution we present a new algorithm to execute Algorithmic Chemistries during evolution. This algorithm ensures synthesizes of the whole program and cuts off execution of unneeded instructions without restricting the stochastic way of execution. We demonstrate benefits of the new algorithm for evolution of Algorithmic Chemistries and discuss the relation of Algorithmic Chemistries with Estimation of Distribution Algorithms.


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