Monte Carlo and multi-Agents based optimizing calculation for evaluating capability of maintenance support for fleet
Jin Jia-shan · Journal of Naval University of Engineering · 2012
In order to evaluate the ability to maintain and support the naval ships in the formation,Monte Carlo method,intelligent technology and distributed interactive simulation technology were used for modeling,and solutions were obtained from the distributed simulation environment.The complex system was divided into several sub systems.These sub systems working as multi-Agents in the Abstract can locally optimize the solving processes.On this basis,an emphasis was put on the discussion of how to use HLA as their interactive platform to solve the time-and-space consistency problem which migh happen in a stochastic experiment.The simulation results show that Monte Carlo method,intelligent technology and distributed interactive simulation technology can be applied to evaluating the ability to maintain and support the naval ships in formation effectively.