offline_MVCOP

Regression versus Classification for Predicting Feasibility in Offline Data-Driven Evolutionary Constrained Optimization (Mixed-variable optimization problems)

------------------------------- 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
• scikit-learn == 0.24.2
• imbalanced-learn == 0.8.0