Warning, /AID2E-framework/examples/basic/optimizer.config is written in an unsupported language. File is not indexed.
0001 # Optimizer configuration for DTLZ2 problem
0002 # This example uses Bayesian Optimization (BO) with a Gaussian Process surrogate.
0003
0004 optimizer:
0005 kind: "BO"
0006 max_iterations: 100
0007
0008 bo:
0009 surrogate_model:
0010 name: "GaussianProcess"
0011 kernel: "matern52"
0012 noise_level: 1.0e-6
0013 normalize_y: true
0014
0015 acquisition_function:
0016 name: "EHVI"
0017 parameters:
0018 num_mc_samples: 128
0019
0020 parameters:
0021 initial_design: "lhs"
0022 n_initial_samples: 20
0023 batch_size: 1
0024 parallel_evaluations: 1
0025
0026 # Alternative: Evolutionary Algorithm configuration (commented)
0027 # optimizer:
0028 # kind: "EA"
0029 # max_iterations: 100
0030 #
0031 # ea:
0032 # population_size: 100
0033 # crossover_rate: 0.9
0034 # mutation_rate: 0.1
0035 # selection: "tournament"
0036 # elitism: 2
0037 # parameters:
0038 # parallel_evaluations: 4
