Methods, devices and non-transitory computer-readable medium for parameter optimization

A parameter optimization device comprising:

• a memory;
• and
• a processor coupled to the memory and configured for:
• retrieving at least one input parameter input into a target system, at least one output response value of the target system in response to the at least one input parameter and at least one target value corresponding to the at least one output response value;
• performing a parameter search on the at least one input parameter, the at least one output response value, and the at least one target value through a plurality of optimization schemes to search for a plurality of candidate recommended parameters from a numerical search range in an input parameter space;
• assigning each of the optimization schemes a weight value according to an user historical decision information;
• selecting at least one recommended parameter from the candidate recommended parameters according to the weight values assigned to the optimization schemes;
• providing an user interface for a user to input a decision instruction for the at least one recommended parameter;
• selecting at least one new input parameter from the at least one recommended parameter according to the decision instruction, inputting the at least one new input parameter into the target system, and evaluating whether at least one new output response value generated by the target system in response to the at least one new input parameter meets a specification condition;
• and
• updating the user historical decision information based on the decision instruction to adjust the weight values corresponding to the optimization schemes.