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Agent-Based Natural Domain Modeling for Cooperative Continuous Optimization

Jorquera, Tom and Georgé, Jean-Pierre and Gleizes, Marie-Pierre and Régis, Christine Agent-Based Natural Domain Modeling for Cooperative Continuous Optimization. (2013) In: 5th International Conference on Computational Collective Intelligence Technologies and Applications (ICCCI 2013), 11 September 2013 - 13 September 2013 (Craiova, Romania).

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Abstract

While multi-agent systems have been successfully applied to combinatorial optimization, very few works concern their applicability to continuous optimization problems. In this article we propose a framework for modeling a continuous optimization problems as multi-agent system,which we call NDMO, by representing the problem as an agent graph, and complemented with optimization solving behaviors. Some of the results we obtained with our implementation on several continuous optimization problems are presented.

Item Type:Conference or Workshop Item (Paper)
HAL Id:hal-01202521
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
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Deposited By: IRIT IRIT
Deposited On:28 Aug 2015 14:38

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