- Lecturer
- Fukuda Mituhiro
- Place
- Fri7-8(W832)
- Credits
- Lecture2 Exercise0 Experiment0
- Code
- 75049
- Syllabus updated
- 2015/3/16
- Lecture notes updated
- 2015/7/10
- Access Index
-
- Semester
- Spring Semester
Lecture
Lecture 1 Convex sets
2015.4.10(Fri.) 7-8session
topics15-1-1(68KB) 
Lecture
Lecture 2 Lipschitz continuous differentiable functions
2015.4.17(Fri.) 7-8session
Lecture
Lecture 3 Complexity bound for a global optimization problem on the unit box
2015.4.24(Fri.) 7-8session
Lecture
Lecture 4 Line search methods
2015.5.1(Fri.) 7-8session
Lecture
Lecture 5 Newton method, conjugate gradient methods
2015.5.8(Fri.) 7-8session
Lecture
Lecture 6 Quasi-Newton methods
2015.5.22(Fri.) 7-8session
Lecture
Lecture 7 Differentiable convex functions
2015.5.29(Fri.) 7-8session
Lecture
Lecture 8 Mid-term exam
2015.6.5(Fri.) 7-8session
Lecture
Lecture 9 Differentiable Convex functions with Lipschitz continuous gradients
2015.6.12(Fri.) 7-8session
Lecture
Lecture 10 Differentiable strongly convex functions with Lipschitz continuos gradients
2015.6.19(Fri.) 7-8session
Lecture
Lecture 11 Worse case analysis for gradient based methods
2015.6.26(Fri.) 7-8session
Lecture
Lecture 12 Estimate sequence
2015.7.3(Fri.) 7-8session
Lecture
Lecture 13 Accelerated gradient method
2015.7.10(Fri.) 7-8session
Lecture
Lecture 14 縲
2015.7.17(Fri.) 7-8session
Lecture
Lecture 15 縲
2015.7.24(Fri.) 7-8session
