According to the characteristics of continuous function optimizations, This paper adopts the strategy by association of climbing method as the local search, adaptive multi-point cross and random mutation to optimize the chromosome population, it avoided the algorithm fall into the local optimal effectively and improved the algorithm’s efficiency. Numerical experiment indicated that the memetic algorithm have a good effect for solution of the continuous function optimizations.