RESEARCH ON OPERATION STRATEGY OF ONLINE TRADING PLATFORM BASED ON STOCHASTIC EVOLUTIONARY GAME

被引:3
|
作者
Zhang, Qin [1 ]
Yang, Yanbing [1 ]
Liu, Bin [2 ]
机构
[1] Dalian Maritime Univ, Sch Sci, 1 Linghai Rd, Dalian 116026, Peoples R China
[2] Dalian Maritime Univ, Coll Management, 1 Linghai Rd, Dalian 116026, Peoples R China
关键词
Evolutionary game; Stochastic differential equation; Online trading platform; Replication dynamic equation;
D O I
10.24507/ijicic.18.02.551
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In view of some illegal issues arising from the development of platform-based e-commerce, it is essential to build a complete regulatory system. Because there are many random disturbance factors in the real society, this requires that we should not be limited to research and analysis in a deterministic environment. Based on this, this paper con-structs a stochastic evolutionary game model between government-platform-merchants, and improves the replication dynamic system of the model by adding Gaussian white noise. Then use the stochastic differential equation stability discriminant theorem to an-alyze the stability of the model, so as to obtain the stability conditions of the system. Finally, the influence of different disturbance intensities on the decision-making behavior of the subject is further discussed through MATLAB simulation. The results showed that random disturbance has had a certain impact on the decision-making of each subject. As the intensity of the disturbance increases, the time for each subject to evolve to a stable strategy will be extended and the volatility of the evolution curve will also increase, but the strategy will evolve to a stable state after a period of time.
引用
收藏
页码:551 / 560
页数:10
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