Use case
Several objectives and constraints
A site rarely chases one quantity. Quality, energy, and constraints pull on each other.
This page names a kind of site, not a delivery. The illustration is a placeholder. Replace it later with a licensed figure that can stand for a tradeoff. Do not use a customer mark.
What the site does today
People pick a compromise among several objectives from experience, and they notice broken constraints after the fact. New weights or a new constraint set means another round of trials.
What the product keeps
A tuning can hold several objectives and constraints at once. In the UI you first choose an optimizer type. Current EA provides NSGA-II and NSGA-III. Current BO provides MOBO and MORBO. Reinforcement learning is in development.
Which steps this uses
- Plan: propose the next action under several objectives and constraints.
- Act: send the action to the control interface.
- Wait: settle first, then open the measurement window.
- Observe: compute current objective and constraint values and evaluate them.