A first distributionally robust approach is proposed for production scheduling.
An explicit expression is provided to calculate the robust CVaR.
Three Cauchy-relaxation algorithms have been proposed to solve the problem.
Experimental results show that the proposed algorithms outperform a CPLEX solver.
Robustness of the optimal job sequence is verified via simulation experiments.