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For this reason, a kriging-assisted multi-objective constrained global optimization (KMCGO) method has been proposed. ... Then, kriging-based estimated target, RMSE (root mean square error), and feasibility probability are used to form three objectives, which are optimized to generate the Pareto frontier set through multi-objective ... Combined with a space reduction strategy, the SCGOSR (surrogate-based constrained global optimization using space reduction) algorithm  also completes the optimization of the black-box constraint ...doi:10.3390/math9020149 fatcat:2budp5wxw5anfko2yzd3olefci