Pareto Optimization

Pareto optimization deals with multi-objective optimization where you want to optimize multiple conflicting objectives simultaneously.

Key Concepts

Pareto Dominance

Point A dominates point B if:

• A is at least as good as B in all objectives
• A is strictly better than B in at least one objective

Pareto Frontier (Pareto Front)

The set of all non-dominated points. These represent optimal trade-offs where improving one objective requires sacrificing another.

Computing the Pareto Frontier

Using the paretoset Library