STOR 415, offered at UNC-Chapel Hill, is an introduction to optimization models and software. This course covers optimization problems and methods, with a focus on linear programming. It combines theory with practical applications, emphasizing problem-solving skills using Julia/JuMP.
- Understand the fundamentals of optimization models
- Apply linear algebra in optimization contexts
- Solve linear programming problems using Julia/JuMP
- Explore duality and sensitivity analysis in linear programming
- Delve into integer programming and its applications
- Mathematical Foundations: Optimization Concepts, Linear Algebra Review
- Programming and Tools: Julia/JuMP for Optimization
- Linear Programming: Basic and Advanced Concepts, Applications, Simplex Method
- Theory and Applications: Duality, Sensitivity Analysis, Integer Programming
- Basic knowledge of linear algebra and calculus
- Familiarity with programming concepts
- Instructor: Michael O’Neill (mikeoneill@unc.edu)