Introduction to Operations Research What is Operations Research? Modeling Challenges Sudoku The $n$-Queens Problem Linear Optimization What is Linear Optimization? Graphical Solution Theoretical Analysis Simplex Algorithm The Simplex Algorithm Simplex Initialization Numerical Examples Simplex Convergence Duality Introduction to Duality