Lecture 1 | Convex Optimization | Introduction b
Lecture 3 | Convex Functions | Convex Optimization by Dr. A
Lecture 4 | Convex Optimization Principles | Con
Lecture 2 | Convex Sets | Convex Optimization by Dr. A
Lecture 8 | Second Order Cone Programming (SOCP) | Conv
Lecture 17 | Complementary Slackness | Convex Optimiza
Lecture 10 | Generalized Geometric Programs (GGP) |
Lecture 16 | Certificate of Suboptimality (ε-suboptimalit
The Assignment Problem | Convex Optimization Applica
Lecture 9 | Geometric Programs (GP) | Convex Opti
Lecture 6 | Quadratic Programs | Convex Optimization by Dr.
Lecture 11 | Semidefinite Programming (SDP) | Conve
Lecture 7 | Quadratically Constrained Quadratic Progr
Lecture 19 | Perturbation and Sensitivity Analysis | Conve
The Transshipment Problem in Decision Making | Convex Op
Lecture 23 | Descent, Backtracking & Unconstraine
Lecture 20 | Equivalent Reformulations | Convex Opti
Lecture 13 | Optimal Trade-off Analysis | Convex Optimizati
Lecture 5 | Linear Programming & SIMPLEX algorithm w MAT
Support Vector Machine (SVM) in Machine Learning | Conve
Cone Programming on CVXOPT in Python | Packag
The Water Filling Algorithm in Wireless Communications | C
CVXOPT in Python | Package for Convex Optimization | Pyt
Lecture 14 | Lagrange Dual Function | Convex Optimizati
Lecture 21 | Weak Alternatives | Convex Optimization by Dr. A
Lecture 15 | Lagrange Dual Problem | Convex Optimizati
Stock Market Analysis & Markowitz Portfolio Optimizat
Lecture 22 | Strong Alternatives | Convex Optimization by Dr.
Lecture 18 | KKT Conditions | Convex Optimization by Dr. A
The Shortest Route Problem | Convex Optimization Applica
