COALA is a new simulation tool for the study of massively populated Multi-Agent Systems (MAS) and specifically for the modeling of coalition structure generation. The COALA implementation is based on the Advanced RTI System (ARTIS) distributed simulation middleware and takes advantage of a new load balancing framework for distributed simulation, the Generic Adaptive Interaction Architecture (GAIA+). GAIA+ is a framework based on dynamic reallocation of simulated model entities which, in turn, is implemented on top of ARTIS. The main task of GAIA+ is the dynamic and adaptive load balancing of computation and communication in parallel and distributed simulation environments. Dynamic coalition structure generation constitutes a novel complex setting where to work with such tools.

Gabriele D'Angelo, Giovanni Rossi (2012). COALA: COAlitions Learn and Adapt.

COALA: COAlitions Learn and Adapt

D'ANGELO, GABRIELE;
2012

Abstract

COALA is a new simulation tool for the study of massively populated Multi-Agent Systems (MAS) and specifically for the modeling of coalition structure generation. The COALA implementation is based on the Advanced RTI System (ARTIS) distributed simulation middleware and takes advantage of a new load balancing framework for distributed simulation, the Generic Adaptive Interaction Architecture (GAIA+). GAIA+ is a framework based on dynamic reallocation of simulated model entities which, in turn, is implemented on top of ARTIS. The main task of GAIA+ is the dynamic and adaptive load balancing of computation and communication in parallel and distributed simulation environments. Dynamic coalition structure generation constitutes a novel complex setting where to work with such tools.
2012
Gabriele D'Angelo, Giovanni Rossi (2012). COALA: COAlitions Learn and Adapt.
Gabriele D'Angelo; Giovanni Rossi
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11585/152859
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