Guidelines for Selecting a Optimization Algorithm Settings

The information provided here is purely for reference. Consider it an indicator to help you make a good initial choice.

Flow Chart

Anyway, I want to optimize it.

If you want to try optimization anyway, select AUTO Sampler.

Optimization without constraints

If there are no constraints, the following flowchart can be used to select the sampler to be used.

Optimization with constraints

Constraints reduce the number of samplers available.

Revealing the Design Space

Tunny can also perform sampling to reveal the design space without optimization.

Revealing the design space means trying various combinations of variables to see how much the objective function changes with the combination of variables you are currently setting and which variables affect the objective function.

Combined with Tunny's dashboard, it provides an efficient way to reveal the design space.