{"url":"/dataset/validation-dataset","name":"Validation Dataset","full_name":null,"description_markdown":"AlgorithmComparison:\r\nComparison 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.\r\n\r\nAcquisitionFunctionComparison:\r\nComparison 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.\r\n\r\nArchitectedMaterialOptimization:\r\nOptimization 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.","description_withheld":null,"homepage":"https://drive.google.com/file/d/1qWn7rAOWf-965r60MRBev9GH6rnjkjPS/view?usp=sharing","introduced_date":"2022-01-30","introduced_date_note":null,"introduced_by":{"paper":"/paper/bayesian-optimization-for-multi-objective-1","title":"Bayesian Optimization For Multi-Objective Mixed-Variable Problems","first_author":"Haris Moazam Sheikh","url":null},"license":null,"modalities":[],"tasks":[],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["Validation Dataset"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}