MultitaskEvaluator

class optimas.evaluators.MultitaskEvaluator(tasks, task_evaluators)

Evaluator to be used with multitask optimization.

Each task has its own evaluator (either a FunctionEvaluator or a TemplateEvaluator). The MultitaskEvaluator groups all tasks and their corresponding evaluators and generates the combined libe_specs and sim_specs.

Parameters:

taskslist of Task

List of the tasks used in the optimization.

task_evaluatorslist of Evaluator

List with the evaluators of each task.

Methods

get_libe_specs()	Get the libE_specs for libEnsemble.
get_run_params()	Return run parameters for this evaluator.
get_sim_specs(varying_parameters, ...)	Get the sim_specs for libEnsemble.
initialize()	Initialize the evaluator.