Abstract
In order to achieve optimal coordinated use of multi-combat behavior in air combat, a Multi-Agent model is constructed, which includes network interface layer, central cooperation layer and combat action layer. In the central cooperation layer, a central cooperation algorithm is put forward to realize the coordinated use of combat behavior. Firstly, by introducing the concept of an impact factor in such an algorithm, an integrative combat effectiveness model is established while taking into account the mutual influence of combat behavior, which are implemented by various kinds of hard kill and soft kill weapons, flight control system or sensor system. Then the global combat intention from upper layer and the information from bottom action layer are integrated to get the integrative combat effectiveness. Finally, the algorithm dynamically optimizes the search space of all coordination schemes to find out the optimal one, using maximal estimated integrative effectiveness as the cooperation criteria. The simulation results show that the combat behavior schemes, which are obtained in dynamic battlefield situations based on the proposed model, are the optimal coordination schemes, and the feasibility of the model is validated consequently.
Original language | English |
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Pages (from-to) | 2663-2667 |
Number of pages | 5 |
Journal | Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics |
Volume | 31 |
Issue number | 11 |
State | Published - Nov 2009 |
Keywords
- Collaboration optimization
- Combat behavior
- Decision-making
- Multi-Agent
- Operational effectiveness
- Systems engineering