“…Sample points are important initial parameters in the RSM calculation, and the reasonable selection of sample points can effectively improve the accuracy of the RSM model. In order to solve the multi-parameter co-optimization of the laser, the constraint bounds of the optimized parameters are determined according to the existing literature as follows: Г [0.10, 0.70], g0 [1.0×10 -12 m 3 /s, 8.0×10 -12 m 3 /s], ε [1.0×10 -24 m 3 , 30×10 -24 m 3 ], Rl [0.10, 0.70] and Rr [0.10, 0.70], which are extracted from actual DFB lasers [40][41][42][43]. Response value is another important initial parameter in the construction of the response surface model, where the reliability of the model is determined by the accuracy of the response value.…”