Types of Optimization Problems

Optimization · Axiom Academy

INTRO Types of Optimization Problems Discover the diverse landscape of optimization through interactive exploration. Adjust the slider below and watch how the value changes. Then try clicking the buttons. Drag the red dot on each graph. Notice how one is free to roam while the other has boundaries. Move your mouse over each graph to see how the objective function changes with position. Click on different points in the graph to see the tradeoff between two competing objectives. Now you've experienced four key ways to classify optimization problems. Here's how they all fit together: Real optimization problems often combine these characteristics. For example, you might have a constrained, nonlinear, multi-objective problem with mixed continuous and discrete variables ! Understanding these categories helps you choose the right solution method.

This is the written version of the interactive lesson above. See the full Optimization course.