Tutorials on Advanced Optimization Methods
This material provides thorough tutorials on some optimization techniques frequently used in various engineering disciplines, including convex optimization, linearization technique and mixed-integer linear programming, robust optimization, and equilibrium/game problems. It discusses how to reformulate a difficult problem to a solver-compatible form via convexication, linearization, and decomposition, so the original problem can be reliably solved by … Read more