- Introduction: Familiarize yourself with numerical optimization and the course.
- Solving an Unconstrained Optimization Problem in MATLAB: Learn the key aspects of the optimization workflow in MATLAB.
- Solving Constrained Optimization Problems in MATLAB: Learn how to add basic constraints to your optimization problem.
- Course Project: Apply your knowledge to a challenging optimization project.
- Conclusion: Learn next steps and give feedback on the course.
Overview
Syllabus
- Course Overview
- Creating an Optimization Problem
- Defining Optimization Variables
- Implementing an Objective Function
- Solving an Optimization Problem
- Including Constraints
- Solving a Bounded Optimization Problem
- Including Equality Constraints
- Including Inequality Constraints
- Radiation Therapy
- Additional Resources
- Survey
Taught by
Ben Placek
