Convex Optimization
Curriculum
- 31 Sections
- 32 Lessons
- 10 Weeks
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- Introduction2
- Convex Optimization - Linear Programming1
- Convex Optimization - Norm1
- Convex Optimization - Inner Product1
- Convex Optimization - Minima and Maxima1
- Convex Optimization - Convex Set1
- Convex Optimization - affine Set1
- Convex Optimization - Hull1
- Caratheodory Theorem1
- Convex Optimization - Weierstrass Theorem1
- Convex Optimization - Closest Point Theorem1
- Fundamental Separation Theorem1
- Convex Optimization - Cones1
- Convex Optimization - Polar Cone1
- Convex Optimization - Conic Combination1
- Convex Optimization - Polyhedral Set1
- Extreme point of a convex set1
- Convex Optimization - Direction1
- Convex and Concave Function1
- Convex Optimization - Jensen\'s Inequality1
- Convex Optimization - Differentiable Function1
- Sufficient & Necessary Conditions for Global Optima1
- Quasiconvex and Quasiconcave functions1
- Differentiable Quasiconvex Function1
- Strictly Quasiconvex Function1
- Strongly Quasiconvex Function1
- Pseudoconvex Function1
- Convex Optimization - Programming Problem1
- Convex Optimization - Fritz-John Conditions1
- Karush-Kuhn-Tucker Optimality Necessary Conditions1
- Algorithms for Convex Problem1