EE 578 PMP Autumn 2015 Lecture

EE 578 PMP OPTIMZATION IN SYSTEM SCIENCES

AUTUMN 2015 LECTURES

Theory, and Modeling Examples

Linear Algebra Review
Lecture #1. Introduction
Lecture #2. Convex sets
Lecture #3. Convex functions
Lecture #4. Convex optimization problems (part 1: general)
Lecture #5. Convex optimization problems (part 2: classes)
Lecture #6. Convex optimization problems (part 3: quasiconvex and multiobjective)
Lecture #7. Applications: Approximation and data fitting
Lecture #8. Duality
Lecture #9. Geometric problems and applications
Lecture #10. Conclusions