An Attack and Defense Decision Algorithm Based on GA-IPD
Abstract— In order to solve the problem that exist in the process of pilot decision in the air-combat environment, it’s proposed that the attack and defense decision model based on IPD uses the GA to find the optimal solution in this paper. Meanwhile, the attack and defense decision algorithm based on GA is presented and used to find the optimal strategies in air-combat. These methods make the process become effective, intelligent and easy, then the model using GA and IPD of game theory at the same time is used to simulate the process of decision. The results of simulation indicate that the GA and game theory is suitable for the process of decision in the air-combat environment.
Index Terms— attack and defense decision, the iterated prisoner’s dilemma, genetic algorithm, fitness function.
Kun Zhang, Ke Li, Quan Zhao, Peipei Liu
School of Electronics and Information, Northwestern Polytechnical University, CHINA
Science and Technology on Electro-Optic Control Laboratory, CHINA
Cite: Kun Zhang, Ke Li, Quan Zhao, Peipei Liu, "An Attack and Defense Decision Algorithm Based on GA-IPD," Proceedings of 2018 the 8th International Workshop on Computer Science and Engineering, pp. 539-544, Bangkok, 28-30 June, 2018.