Combat Decision-Making Modeling Method Based on Genetic Neural Network
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Abstract
Combat decision-making is a complex thinking process, and the decision-making model needs to consider multi-level and diversified factors. It is difficult to solve the problem of combat decision-making using the available mathematical model; our paper proposes a modeling method based on genetic neural network. Firstly, we analyze the nonlinear characteristics of the combat decision-making and expound the basic principles of neural network and genetic algorithm modeling; then put forward the decision-making method combining neural network and genetic algorithm. Followed by a description of the running process of the genetic neural network. Finally, we perform an experiment of the decision-making model. The feasibility of our proposed algorithm is proven by simulation data analysis.
Publication details
- DOI
- 10.1109/icicta49267.2019.00010
- OpenAlex
- W3010163934
- Document type
- conference-paper
- Language
- EN
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