This page is read only. You can view the source, but not change it. Ask your administrator if you think this is wrong. ====== CmaPoolOptimizer ====== [[optimizer|Optimizer]] that runs multiple CMA-ES optimizations in a prioritized fashion, based on their predicted fitness. The [[cma_pool_optimizer|CmaPoolOptimizer]] can be used in place of a CmaOptimzer. Example usage: <code>CmaPoolOptimizer { optimizations = 12 # Total number of optimizations active_optimizations = 6 # Number of optimizations active at the same time SimulationObjective { ... } } </code> **Inherits from** [[optimizer|Optimizer]]. ==== Public Attributes ==== ^ Parameter ^ Type ^ Description ^ ^ optimizations | size_t | Maximum total number of optimizations; default = 6. | ^ active_optimizations | size_t | Maximum number of optimizations active at the same time; default = 6. | ^ concurrent_optimizations | size_t | Maximum number of optimizations that are evaluated concurrently; default = 2. | ^ use_predicted_fitness_stop_condition | bool | Terminate optimizations with a predicted fitness lower than the current best; default = 1. | ^ random_seed | long | Random seed of the first optimization; default = 1. | ^ init_file | path | Parameter file (.par) to be used for initial parameter values. | ^ use_init_file | bool | Use init_file (if exists); default = true. | ^ use_init_file_std | bool | Use the standard deviations from the init_file; when set to false, the initial standard deviation is computed as follows: STDEV = parameter value * init_file_std_factor + init_file_std_offset; default = true. | ^ use_init_file_best_as_mean | bool | Use values from the first column of the .par file (generation best) as mean; default = false. | ^ init_file_std_factor | double | Factor by which to multiply the standard deviations from the init_file; default = 1.0. | ^ init_file_std_offset | double | Offset added to the standard deviations from init_file; default = 0. | ^ init_file_include | String | Pattern matching the init_file parameters to include (semicolon seperated); default = "" (all). | ^ init_file_exclude | String | Pattern matching the init_file parameters to exclude (semicolon seperated); default = "" (none). | ^ init | [[par_init_settings|ParInitSettings]] | Section with parameter initialization settings (.par), multiple allowed; see [[par_init_settings|ParInitSettings]] for details. | ^ max_threads | size_t | Maximum number of threads to use for this optimization (deprecated, use global settings instead); default = 32. | ^ thread_priority | int | Thread priority of the optimization; 0 = lowest, 7 = highest, default = 1. | ^ max_generations | size_t | Number of iterations after which to stop the optimization; default = 100000. | ^ min_progress | double | Minimum progress after which to stop the optimization; default = 1e-5. | ^ min_progress_samples | size_t | Minimum number of samples after which progress is measured; default = 200. | ^ window_size | size_t | Window size used for measureing progress; default = 500. | ^ min_improvement_for_file_output | Real | The minimum relative improvement needed for file output; default = 0.05. | ^ max_generations_without_file_output | size_t | The maximum number of iterations without file output; default = 1000. | ^ target_fitness | double | Target fitness value, stop optimization if better; default = not set. | ^ log_level | xo::log::level | Set the log level [1-7] for the optimization.log file (higher is less logging); default = 3. | ^ signature_prefix | String | Prefix signature with custom string. Special tags: DATE_TIME, DATE_TIME_EXACT, SCONE_VERSION. | ^ signature_postfix | String | Append custom string to signature. Special tags: DATE_TIME, DATE_TIME_EXACT, SCONE_VERSION. | ^ signature | String | Set custom signature and omit the auto-generated signature. | <sub>Converted from doxygen using [[https://github.com/tgeijten/dokugen|dokugen]]</sub>