Warning, /AID2E-framework/examples/basic/ax_dtlz2_config.yml is written in an unsupported language. File is not indexed.
0001 # AID2E Ax Optimizer Configuration for DTLZ2
0002 # Multi-objective optimization example with Sobol + Modular BoTorch
0003
0004 # Optimization configuration
0005 name: "DTLZ2 Multi-Objective Bayesian Optimization"
0006 description: "DTLZ2 benchmark problem with 10 variables and 2 objectives using Ax optimizer"
0007
0008 # Optimizer configuration
0009 optimizer:
0010 name: "ax"
0011 type: "Bayesian"
0012 parameters:
0013 initialization_strategy: "sobol"
0014 generator: "BOTORCH_MODULAR"
0015 n_initial_samples: 10
0016 batch_size: 3
0017 seed: 42
0018
0019 # Objectives to optimize
0020 objectives:
0021 - "f1" # First objective (minimize)
0022 - "f2" # Second objective (minimize)
0023
0024 # Optimization settings
0025 n_iterations: 30
0026 n_initial_samples: 10
0027 parallel_evaluations: 3
0028
0029 # DTLZ2 problem parameters (search space)
0030 parameters:
0031 x1:
0032 bounds: [0.0, 1.0]
0033 x2:
0034 bounds: [0.0, 1.0]
0035 x3:
0036 bounds: [0.0, 1.0]
0037 x4:
0038 bounds: [0.0, 1.0]
0039 x5:
0040 bounds: [0.0, 1.0]
0041 x6:
0042 bounds: [0.0, 1.0]
0043 x7:
0044 bounds: [0.0, 1.0]
0045 x8:
0046 bounds: [0.0, 1.0]
0047 x9:
0048 bounds: [0.0, 1.0]
0049 x10:
0050 bounds: [0.0, 1.0]
