domains / families / data / cuopt-multi-objective-exploration

cuopt-multi-objective-exploration

separate

Trace, complete, and interpret the Pareto frontier across competing objectives using repeated single-objective cuOpt solves (weighted-sum and ε-constraint).

When to use

• balance X and Y
• trade off
• minimize cost and maximize coverage
• I want options, not one answer
• two or more objectives with no agreed-upon weighting
• promoting constraints to parametric ε-constraints
• sweeping ε values
• interpreting the Pareto frontier

When not to use

• single clear objective
• everything else is a hard constraint
• genuinely fixed, non-negotiable limit
• hard budget cap
• regulatory minimum

Skill page

Source