Convex Optimization by Stephen Boyd (Stanford U)

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source: Stanford    Last updated on 2014年9月25日
Professor Stephen Boyd, of the Stanford University Electrical Engineering department, gives lectures for the course, Convex Optimization I (EE 364A)

Lecture 1 | Convex Optimization I (Stanford) 1:20:33
Lecture 2 | Convex Optimization I (Stanford) 1:16:51
Lecture 3 | Convex Optimization I (Stanford) 1:17:14
Lecture 4 | Convex Optimization I (Stanford) 1:13:38
Lecture 5 | Convex Optimization I (Stanford) 1:16:10
Lecture 6 | Convex Optimization I (Stanford) 1:09:20
Lecture 7 | Convex Optimization I 1:14:38
Lecture 8 | Convex Optimization I (Stanford) 1:16:30
Lecture 9 | Convex Optimization I (Stanford) 1:16:36
Lecture 10 | Convex Optimization I (Stanford) 1:17:55
Lecture 11 | Convex Optimization I (Stanford) 1:17:03
Lecture 12 | Convex Optimization I (Stanford) 1:16:05
Lecture 13 | Convex Optimization I (Stanford) 1:15:17
Lecture 14 | Convex Optimization I (Stanford) 1:10:12
Lecture 15 | Convex Optimization I (Stanford) 1:16:45
Lecture 16 | Convex Optimization I (Stanford) 1:13:59
Lecture 17 | Convex Optimization I (Stanford) 1:19:25
Lecture 18 | Convex Optimization I (Stanford) 1:16:53
Lecture 19 | Convex Optimization I (Stanford) 1:15:02
Lecture 1 | Convex Optimization II (Stanford) 1:01:37
Lecture 2 | Convex Optimization II (Stanford) 1:07:27
Lecture 3 | Convex Optimization II (Stanford) 1:14:45
Lecture 4 | Convex Optimization II (Stanford) 1:19:03
Lecture 5 | Convex Optimization II (Stanford) 1:15:34
Lecture 6 | Convex Optimization II (Stanford) 1:12:26
Lecture 7 | Convex Optimization II (Stanford) 1:14:15
Lecture 8 | Convex Optimization II (Stanford) 1:11:05
Lecture 9 | Convex Optimization II (Stanford) 1:10:12
Lecture 10 | Convex Optimization II (Stanford) 1:17:28
Lecture 11 | Convex Optimization II (Stanford) 1:16:10
Lecture 12 | Convex Optimization II (Stanford) 1:12:48
Lecture 13 | Convex Optimization II (Stanford) 1:14:41
Lecture 14 | Convex Optimization II (Stanford) 1:12:45
Lecture 15 | Convex Optimization II (Stanford) 1:02:58
Lecture 16 | Convex Optimization II (Stanford) 1:19:17
Lecture 17 | Convex Optimization II (Stanford) 1:17:04
Lecture 18 | Convex Optimization II (Stanford) 1:18:53

Convex Optimization (Fall 2014) by Laurent El Ghaoui (UCBerkeley)

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source: UCBerkeley      Last updated on 2014年11月20日
Electrical Engineering 227BT, 001 - Fall 2014
Convex Optimization - Laurent El Ghaoui
Creative Commons 3.0: Attribution-NonCommercial-NoDerivs

014-09-02: Conjugates, subdifferentials 1:07:06
2014-09-04: Optimization problems 0:00
2014-09-09: Conic optimization 1:21:44
2014-09-11: Weak duality 1:21:32
2014-09-16: Quiz and mini-review 24:22
2014-09-18: Strong duality 1:20:58
2014-09-23: Minimax, optimality conditions 1:14:00
2014-09-25: Conic duality 1:21:12
2014-09-30: Moment bounds via duality 1:19:22
2014-10-02: Dual decomposition | No Screen 1:10:24
2014-10-09: Overview of decision-making und 1:20:51
2014-10-16: Chance constraints 1:20:52
2014-10-21: Chance constraints and approxim 1:19:14
2014-10-23: Multi-period robust optimizatio 1:22:12
2014-11-20: Applications in machine learnin 1:18:42