- Lecturer
- Fukuda Mituhiro
- Place
- Fri7-8(W832)
- Credits
- Lecture2 Exercise0 Experiment0
- Code
- 75049
- Syllabus updated
- 2014/3/18
- Lecture notes updated
- 2014/7/25
- Access Index
-
- Semester
- Spring Semester
Lecture
Lecture 1 Convex sets
2014.4.11(Fri.) 7-8session
topics-14-1-1(80KB) 
Lecture
Lecture 2 Lipschitz continuous differentiable functions
2014.4.18(Fri.) 7-8session
Lecture
Lecture 3 Optimality conditions for differentiable functions
2014.4.25(Fri.) 7-8session
Lecture
Lecture 4 Algorithms to minimize unconstrained functions
2014.5.2(Fri.) 7-8session
Lecture
Lecture 5 Steepest descent method and Newton method
2014.5.9(Fri.) 7-8session
Lecture
Lecture 6 Mid-term exam
2014.5.23(Fri.) 7-8session
Lecture
Lecture 7 Conjugate gradient and quasi-Newton methods
2014.5.30(Fri.) 7-8session
Lecture
Lecture 8 Differentiable convex functions
2014.6.6(Fri.) 7-8session
Lecture
Lecture 9 Differentiable convex functions with Lipschitz continuous gradients
2014.6.13(Fri.) 7-8session
Lecture
Lecture 10 Worse case analysis for gradient based methods
2014.6.20(Fri.) 7-8session
Lecture
Lecture 11 Steepest descent method for differentiable and convex functions
2014.6.27(Fri.) 7-8session
Lecture
Lecture 12 Estimate sequences for the optimal gradient method
2014.7.4(Fri.) 7-8session
Lecture
Lecture 13 The optimal gradient method
2014.7.11(Fri.) 7-8session
Lecture
Lecture 14 Optimality conditions for the min-max problem
2014.7.18(Fri.) 7-8session
Lecture
Lecture 15 The optimal method for the min-max problem
2014.7.25(Fri.) 7-8session
