- Lecturer
- Fukuda Mituhiro
- Place
- Fri7-8(W832)
- Credits
- Lecture2 Exercise0 Experiment0
- Code
- 75049
- Syllabus updated
- 2013/7/18
- Lecture notes updated
- 2013/7/18
- Access Index
-
- Semester
- Spring Semester
Lecture
Lecture 1 Convex sets
2013.4.12(Fri.) 7-8session
topics13-1(94KB) 
Lecture
Lecture 2 Separation theorem for convex sets
2013.4.19(Fri.) 7-8session
Lecture
Lecture 3 Optimality conditions for differentiable functions
2013.4.26(Fri.) 7-8session
Lecture
Lecture 4 Complexity bound for a global optimization problem on the unit box
Lecture
Lecture 5 Steepest descent methods
2013.5.10(Fri.) 7-8session
Lecture
Lecture 6 Convergence analysis
2013.5.15(Wed.) 7-8session
Lecture
Lecture 7 Conjugate gradient and quasi-Newton methods
2013.5.24(Fri.) 7-8session
Lecture
Lecture 8 Diffentiable convex functions
2013.5.31(Fri.) 7-8session
Lecture
Lecture 9 Convex functions
Lecture
Lecture 10 Worse case analysis for gradient based methods
2013.6.14(Fri.) 7-8session
Lecture
Lecture 11 Worse case analysis for strongly convex functions
Lecture
Lecture 12 Optimal Gradient Method
2013.6.28(Fri.) 7-8session
Lecture
Lecture 13 Optimal Gradient Method (continuation)
Lecture
Lecture 14 Optimal Gradient Method for Simple Constrained Sets
Lecture
Lecture 15 Optimal Gradient Method for Min-Max Problem
2013.7.19(Fri.) 7-8session
