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regression model and classification model for constraints modeling in DDEA

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reg_cls_ddea

Regression versus Classification for Predicting Feasibility in Offline Data-Driven Evolutionary Constrained Optimization

------------------------------- Reference --------------------------------

Liu Y, Wang H. Regression versus Classification for Predicting Feasibility in Offline Data-Driven Evolutionary Constrained Optimization[C]//2021 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE, 2021: 1-8.

run requirements:

  • python == 3.8.0
  • geatpy == 2.6.0
  • scikit-learn == 0.24.2
  • imbalanced-learn == 0.8.0

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