Adaptive Weighted Strategy Based Integrated Surrogate Models for Multiobjective Evolutionary Algorithm

Table 2

Main steps of offspring selection.

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Input: sample-set D, the predicted sample

Output: offspring population ;

Step 1: all individuals in sample-set D are evaluated by weight model;

Step 2: N/2: N/2 individuals are selected from P_p and P_o;

Step 3: N/2 individuals are selected from all the remaining individuals in P_p and P_o by the MSE of all m surrogate for uncertainty selection;

Step 4: combine two groups of individuals as new P_p for updating.

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