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Communication Dans Un Congrès Année : 2020

Coalition Formation Problem : a Group Dynamics Inspired Swarming Method

Problème de Formation de Coalition : Une méthode de swarming inspirée des dynamiques de groupe.

Michel Occello
Damien Genthial

Résumé

The coalition formation problem arises when heterogeneous agents need to be gathered in groups in order to combine their capacities and solve an overall goal. But very often agents are different and can be distinguished by several characteristics like desires, beliefs or capacities. Our aim is to make groups of agents according to several characteristics. We argue that a swarming method inspired by group dynamics allows groups to be formed on the basis of several characteristics and makes it very robust in an open system context. We evaluate this approach by making groups of heterogeneous cognitive agents and show that our method is adapted to solve this problem.
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Dates et versions

hal-02903531 , version 1 (31-07-2020)

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  • HAL Id : hal-02903531 , version 1

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Mickaël Bettinelli, Michel Occello, Damien Genthial. Coalition Formation Problem : a Group Dynamics Inspired Swarming Method. Twelfth International Conference on Swarm Intelligence, Oct 2020, Barcelone, Spain. ⟨hal-02903531⟩

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