Abstract: Genetic Algorithms(GA) is a valid method to simulate the procedure and mechanism of biology in nature. As the judgement standard of "the survival of the fittest", fitness has greatly affect the procedure of optimization. This paper uses a new GA with scheme construction and fitness self-adjustment to control the convergence direction, and its efficiency will be showed by an example in service reservoir schedule.