The Technology Of Modeling And Combat Simulation For System Of Systems Network

Focusing on the military needs of combat simulation and based on complex network and Multi-Agent theory, the thesis presents the basic concepts and mathematical description of So S network, relevant policies, rules and algorithms to generate a network model, the index and calculation model reflecting the network characteristics, and the attribute, capability and behavior rules of Agent in So S network combat. These may provide a technical approach for the research of simulation of So S combat. The main contents are as follows:(1) The basic concept of So S network. It is necessary to be clear about the basic concept of So S and So S network. Meanwhile, the mathematical description of So S network and its subnets are given using the set theory, graph theory and others.(2) The generation algorithm of network model. The algorithms to generate a network model are presented based on the basic concept of So S network to make the generated network to be factual and meet the simulation requirements of warfare system with different node scale and node ratio.(3) The index and calculation model of So S network. More understandable index and calculation model containing capability of network and importance of nodes which can reflect the major characteristics of the network are presented and can be used in the simulation.(4) The combat simulation of So S network. The attribute, capability and behavior rules of Agent in So S network combat are designed, and a simulation system is established based on Net Logo platform. Then the combat process of So S network are simulated through experiments of 4 categories containing 62 specific experiments to analyze the rules of So S network combat.(5) Application research. A combat scenario between some kind of aircraft carrier combat So S affiliated to the “red” and some kind of air combat So S affiliated to the “blue” is designed. Based on the scenario, the network topology, evaluation index, importance of nodes and the process of So S combat are analyzed to verify the presented theoretical approach.