Announcements
Date | |
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18.09. | Since the water supply in all of SB-II is cut off Monday-Thursday, we will meet today in R93 (Realfagbygget) |
01.10. | By moving the course to 14.00-15.00 we have to move to the room 634. |
Introduction to Riemannian manifolds
Reading course in Riemannian geometry in fall 2024. Riemannian geometry studies curved spaces endowed with a selection of inner products which smoothly vary with respect to the base point. These objects are known as Riemannian metrics and one can for example use them to measure length and angles on curved spaces. The aim of this course is to establish the basic theory of Riemannian metrics and their associated objects on smooth (finite dimensional) manifolds. It is an advantage to be familiar with smooth manifolds and tangent spaces if you are taking the course. However, we will spend the first weeks reviewing basic material on manifolds and tangent spaces.
The course will follow chapters from various book. See below for a list of literature with links. All literature needed can be obtained as download from the university library. The reason we have so many different books is that we will mix and match chapters to avoid the more technical presentations taken by some authors in their books (which is all appropriate and good for what they want but we try a more low power approach)
We will organize weekly meetings to discuss the material and some selected exercises. In case you need study points for this course we will offer oral examinations on the material at the end of the semester.
Time plan
- We will coordinate a weekly meeting time in the week before the semester starts
Course organisers
Preliminary weekly plan
Week | Topic | Literature |
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1 | Definition of a (smooth, finite-dimensional) manifold using charts, examples: Sphere and product manifold; exercise: Hyperboloid model | Lee p.1-22 (without 1.16), 32-40 & XKCD #977 on Map Projections |
2 | The tangent space and the tangent bundle | Sec. 2.2 in Alexanders script on Lie groups |
3 | Vector fields and the Riemannian metric | Boothby, Chapter IV.2 until Example 2.5, and Chapter V.2 |
4 | Length and Riemannian distance, (geodesics) | Boumal, p. 260-262 (read geodesic = locally length minimizing curve), Lee p. 337-341 |
5 | Connections, covariant derivatives, affine connections | Tu, chapter 6 |
6 | Christoffel Symbols, Geodesics of a connection | Tu chapter 13.1 and 13.3 (Poincare example optional), 14.1-14.3 (14.4 optional), see also geodesics on the torus |
7 | Parallelilsm, Geodesics and minimizing curves | Tu chapter 14.5-14.7, Lee (Curvature) p. 96–101 |
8 | The Riemannian exponential map | Lee (Curvature) p. 72-86 (see also Tu, 15.1-15.3) |
9 | Complete manifolds and the Riemannian logarithm | Lee (Curvature) p.108-111, Boumal 10.2 |
10 | Retractions | Boumal, 3.6 (p. 38/39), Absil, Mahony, Sepulchre; Sec. 3.6.2 on quotient manifolds, Sec. 4.1 (maybe excluding Sec 4.1.3) |
11 | Vector transport | Absil, Mahony, Sepulchre Sec 8.1 (choose 1-2 from the examples), see also Boumal p. 282; special case: Boumal 10.3, p.262-265: parallel transport. |
12 | Gradient and descent directions | Boumal, 3.8 (p 42-46), if you like also 3.9 Boumal, 4.1-4.5 (p. 51-62), if you like also 4.6 – numerically interesting also the one page 4.8 |
13 | Riemannian Hessian and classical differential operators | Boumal 5.5 (p. 94-97), take 5.4 as a reminder on connections; similar to 4.8 ou can also look at 6.8 Boumal 6.2, 6.3 (p. 121-131, or continue even into 6.4 if you like |
14 | Exam (in case you want to get study points for the course) |
Literature
- Absil, Mahony, Sepulchre, Optimization Algorithms on Matrix Manifolds, 2008 https://press.princeton.edu/absil
- Boumal, N. An introduction to optimization on smooth manifolds, 2023, https://www.nicolasboumal.net/#book
- Boothby, W.M. An introduction to differentiable manifolds and Riemannian geometry. 2nd ed.https://www.sciencedirect.com/bookseries/pure-and-applied-mathematics/vol/63/suppl/C.
- Lee, J.M.: Introduction to smooth manifolds, 2nd edition, Springer, https://link.springer.com/book/10.1007/978-1-4419-9982-5
- Lee, J.M.: Riemannian Manifolds – An Introduction to Curvature, Springer, https://link.springer.com/book/10.1007/b98852
- Schmeding, A.: Introduction to Lie theory Lecture notes
- Tu, L.: Differential Geometry – Connections, Curvature, and Characteristic Classes, Springer, https://link.springer.com/book/10.1007/978-3-319-55084-8