Journal Article

J-MADeM, a market-based model for complex decision problems

Francisco Grimaldo, Miguel Lozano and Fernando Barber

in Logic Journal of the IGPL

Volume 19, issue 2, pages 333-342
Published in print April 2011 | ISSN: 1367-0751
Published online July 2010 | e-ISSN: 1368-9894 | DOI: https://dx.doi.org/10.1093/jigpal/jzq028
J-MADeM, a market-based model for complex decision problems

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This article presents J-MADeM, a multi-modal decision making mechanism to provide agents in a Multi-Agent System (MAS) with a market-based model for complex decision problems. The model is basically based on a set of utility functions, expressing the preferences of the agents for a specific problem, and a one-round sealed-bid combinatorial auction model as the procedure used to choose among different solutions. Thus, coordinated behaviours based on task/object passing can be evaluated to finally obtain acceptable allocations within a synthetic society. J-MADeM is able to simulate different kinds of societies (e.g. elitist, utilitarian, etc.), as well as social attitudes of their members (e.g. egoism, altruism, reciprocity, etc.). To evaluate J-MADeM, we analyse two problems: (i) the Gold Miners problem, where a new multi-agent organization is proposed to better adapt to different gold distributions; and (ii) a virtual university bar simulation, as an example of complex environment to verify the quality of the social behaviours achieved.

Keywords: Social reasoning; multi-agent resource allocation; welfare economics

Journal Article.  0 words. 

Subjects: Logic

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