Accelerated sample average approximation method for two-stage stochastic programming with binary first-stage variables

•An accelerated solution method is proposed to solve the two-stage stochastic program.•The method improves the main structure of the sample average approximation algorithm.•The computational process is significantly accelerated to solve real-sized problems.•The relative optimality gaps are significa...

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