Genetic algorithm is a simple and practical optimization method to solve SOPCP under static sampling. It uses fuzzy simulation, stochastic simulation, neural network or synchronous perturbation stochastic approximation to estimate the target value of chromosome in genetic algorithm and the probability estimation value of constraint conditions ;