Abstract: This paper introduces the basic theory and realization of genetic algorithm, and discussed their application in the optimization of the fuzzy-control rules. Air conditioning temperature fuzzy-controller is also introduced as an example. The genetic coding, crossover operation and mutation operation are studied in detail. This optimizing algorithm provides a regular method for the design of the fuzzy-controller.