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0001 problem:
0002 name: "DTLZ2 Optimizer-Only Ax Example"
0003 problem_type: "toy"
0004 output_location: "/tmp"
0005 work_location: "/tmp"
0006 design_parameters_file: "./dtlz2_design.params"
0007 objectives:
0008 - name: "f1"
0009 direction: "minimize"
0010 - name: "f2"
0011 direction: "minimize"
0012
0013 optimizer:
0014 name: "ax"
0015 type: "bayesian"
0016 parameters:
0017 initialization_strategy: "sobol"
0018 generator: "BOTORCH_MODULAR"
0019 generator_kwargs:
0020 botorch_acqf_class: "qLogNoisyExpectedHypervolumeImprovement"
0021 acquisition_options:
0022 prune_baseline: true
0023 generator_gen_kwargs:
0024 model_gen_options:
0025 optimizer_kwargs:
0026 sequential: false
0027 num_restarts: 10
0028 objective_thresholds:
0029 f1: 1.0
0030 f2: 1.0
0031 n_initial_samples: 10
0032 n_iterations: 20
0033 batch_size: 4
0034 seed: 42
