video thumbnail
Pause
Mute
Subtitles
Playback speed
0.25
0.5
0.75
1
1.25
1.5
1.75
2
Full screen

Convex Optimization

Published on Feb 4, 202541327 Views

The lectures will provide an introduction to the theory and applications of convex optimization. ;The emphasis will be on results useful for convex modeling, i.e., recognizing and formulating conve

Related categories

Presentation

Convex optimization: Modeling and applications02:31
Mathematical optimization23:46:11
Least squares59:22:30
Linear programming93:02:32
Convex optimization problem-part01126:14:52
Convex optimization problem-part02139:36:00
New applications since 1990199:11:10
Interior-point methods214:35:14
Convex sets237:04:29
Convex sets - A256:03:54
Hyperplanes and halfspaces263:20:01
Euclidean balls and ellipsoids275:22:06
Norm balls and norm cones289:30:47
Polyhedra311:39:12
Positive semidefinite cone323:46:41
Intersection356:50:50
Affine function410:58:38
Norm balls and norm cones - A452:10:25
Affine function - A454:30:48
Prospective and linear fractional function463:12:01
Convex functions539:15:49
Examples on R561:08:43
Examples R and R572:35:28
Differentiable convex functions619:18:49
Operations that preserve convexity690:25:39
Positive weighted sum and composition with affine function699:18:35
Pointwise maximum724:01:19
Pointwise supremum761:27:46