Model and Analysis of Local Decision Based on Cooperative Self-Organization for Problem Solving

Abstract : This paper presents an approach based on cooperative self-organization for artificial systems, in order to tackle openness and dynamics. We propose to use cooperation as a local criterion enabling parts of the system --the cooperative agents-- to reorganize as to modify their interactions and then the global function. We underline the difficulty of defining cooperation and the means to reestablish a cooperative state within a non cooperative system. Two cooperative agents' behaviors are expounded, at the boundary between altruism and selfishness. This approach is also illustrated by modeling, from a local viewpoint, a classical constraint satisfaction or optimization problems.
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https://hal.archives-ouvertes.fr/hal-01122261
Contributor : Gauthier Picard <>
Submitted on : Tuesday, March 3, 2015 - 3:11:38 PM
Last modification on : Thursday, June 27, 2019 - 4:27:48 PM

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Gauthier Picard, Pierre Glize. Model and Analysis of Local Decision Based on Cooperative Self-Organization for Problem Solving. Multiagent and Grid Systems - An International Journal of Cloud Computing , IOS Press, 2006, 2 (3), pp.253-265. ⟨http://iospress.metapress.com/content/2wgykx6vbfje5wt4/⟩. ⟨10.3233/MGS-2006-2304⟩. ⟨hal-01122261⟩

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