Validation Dataset

AlgorithmComparison: Comparison of algorithms on benchmark test cases. Details on included in the paper. 10 cases for each algorithm / benchmark test. Optimum.txt file includes the history of best optimum and SamplePointsResults.txt file contains results for all the black-box function evaluations. Last colum represents the objective value. GlobalOptimum.txt represents the global optimum for that specific test case.

AcquisitionFunctionComparison: Comparison of acquisition functions within the MixMOBO framework. 10 cases for each acqusition function / benchmark test. File structure similar to AlgorithmComparison, except for ZDT6 where Optimum.txt file represents the current Pareto-optimal solution.

ArchitectedMaterialOptimization: Optimization progress history of architected material optimization given in Optimum.txt file. -1, 0, 1, 2 represent unit cell A,B,C,D. The last value represent buckling load -1*P_c.