Title :
Multi-Agent System and Its Application in Combat Simulation
Author :
Liu Yuefeng ; Zhang An
Author_Institution :
Sch. of Electron. & Inf., Northwestern Polytech. Univ., Xi´an
Abstract :
Most conventional methods show their disadvantages in modern combat simulation. Multi-agent system (MAS) is an important research field of distributed artificial intelligence (DAI) and it proposes a new way of combat simulation. The focus of this paper is the MAS theory and its application in combat simulation. Definition of agent and MAS was proposed firstly and then the differences between MAS based and conventional combat simulation methods ware analyzed. After a discussion over the characteristics of combat, we found the combat was a complex adaptive system (CAS). MAS based CAS should be a new way of combat simulation. Finally, as an example, ISAAC, a famous MAS based combat simulation system, was analyzed to show the application of MAS in combat simulation. The analysis shows that MAS has many characteristics of modern warfare and is a promising way of combat simulation.
Keywords :
learning (artificial intelligence); military computing; multi-agent systems; combat simulation; complex adaptive system; distributed artificial intelligence; modern warfare; multiagent system; Adaptive systems; Analytical models; Artificial intelligence; Assembly systems; Computational modeling; Content addressable storage; Humans; Intelligent agent; Multiagent systems; Problem-solving; Combat Simulation; Command and Control (C2); Complex Adaptive System (CAS); Distributed Artificial Intelligence (DAI); Multi-Agent System (MAS);
Conference_Titel :
Computational Intelligence and Design, 2008. ISCID '08. International Symposium on
Conference_Location :
Wuhan
Print_ISBN :
978-0-7695-3311-7
DOI :
10.1109/ISCID.2008.45