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Cooperative self Organization of agents for optimization : the electrical wiring example

Combettes, Stéphanie and Glize, Pierre and Sontheimer, Thomas and Rougemaille, Sylvain Cooperative self Organization of agents for optimization : the electrical wiring example. (2013) In: 5th International Conference on Agents and Artificial Intelligence (ICAART 2013), 15 February 2013 - 18 February 2013 (Barcelona, Spain).

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Abstract

In aircrafts, densifying electrical systems and oversizing cables in order to respect constraints induce a useless increase in cable weight. This increase leads to additional costs of operation and to an unnecessary pollution during the plane operating life. In this paper we address optimization of harness weight which is a mono-objective problem with manifold and interdependent constraints. To solve this problem, we use a multi-agent approach based on the cooperative self-organization of agents. Performances obtained by the 'Smart Harness Optimizer' software that we have developed are promising for problems considered by the experts as being very difficult. In this article, we expose the method used to solve this Constraint Optimization Problem. Then we apply it to the addressed problem and finally we give results on typical cases and analyze them.

Item Type:Conference or Workshop Item (Paper)
HAL Id:hal-01282035
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (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)
Other partners > UPETEC (FRANCE)
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Deposited By: IRIT IRIT
Deposited On:05 Feb 2016 09:57

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