9. Game Flow Recognition Based on BP Neural Network and Optimized Genetic Algorithm

Title(ENG)

• Game Flow Recognition Based on BP Neural Network and Optimized Genetic Algorithm

Keywords(ENG)

• BP neural network, Genetic algorithm, Game stream recognition, Muti-dimensional information

Author

• Daniel James

Abstract(ENG)

As a new entertainment and social way, online games now have a huge and increasing user group, so it is of great significance to identify the data stream of online games. Using the excellent nonlinear fitting ability of BP neural network and the advantages of global search of genetic algorithm, the initial weights and thresholds of BP neural network are optimized, and the BP neural network model optimized by genetic algorithm is established. The muti-dimensional input information is proposed to identify online game data streams. Through the experimental simulation, it shows that the selected muti-dimensional information and the established model can be well applied to online game stream recognition.

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