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.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
