With the increased need for more gaming interactivity, there is growing demand for techniques that make game play increasingly attractive. In this sense, we seek alternative modeling to make the characters more intelligent and interactive experience that provide increasingly realistic for the user. This study aims to verify the feasibility of the model chain feeds with genetic algorithm for creating this style of character.