M.Math II (Special Topics Course): Random Walk on Graphs                                                               Semester II 2016-17
http://www.isibang.ac.in/~athreya/rgw

Instructor: Siva Athreya

Office: A 12.

Course Syllabus:

The course will review interactions between geometric properties of graphs, and the behaviour of random walks, transition densities, and harmonic functions. Our initial goal will be to cover the following specific topics:

  • Graphs and weighted graphs (Examples and Geometric Properties)
  • Random walks
  • Transition densities and the Laplacian
  • Dirichlet or energy form
  • Green functions, Harmonic functions, Harnack inequalities
  • Isoperimetric inequality, Nash inequality, Poincare inequality
  • Heat Kernel bounds.
A prerequisite will be Measure Theoretic Probability. It will be helpful but not essential to have knowledge of material covered in Probabilty III. The syllabus of the course is inspired in part by Martin Barlow's PIMS 2004 summer school syllabus and upcoming book.

References:
Random Walk of Graphs Markov Chains Other Courses Some Classic or otherwise articles