Probability theory and stochastic processes Definition
Random walk on a group
Builds on GroupProbability measureRandom variableMarkov chainCayley graph
Definition
Let be a countable group with identity , and let be a probability measure on . Let be independent random variables with values in , each with distribution . The random walk on with step distribution is the sequence with
Remarks
The sequence is a Markov chain on with transition probabilities . These satisfy for all . The distribution of is the -fold convolution .
Example: on , written additively, let give mass to each of the vectors . Then is the simple random walk on the lattice , which is the walk on the Cayley graph for the standard generators.
Non-example: on , let be with probability each, and let for all . Each has the same distribution, but they are not independent, so is not a random walk on in this sense.
Reading path
To understand this page from the ground up, read these 6 pages in order. The foundations come first.
Show the path as a graph
- no evidence level
- Cayley graph concept
- Group concept
- Markov chain concept
- Probability measure concept
- Random variable concept
- Random walk on a group definition
Further reading
About this page
| Tag | BS2H0G0T90 |
|---|---|
| URI | m2://BS2H0G0T90 |
| Kind | definition |
| Writing | W0 stub |
| MSC | 60B15, 60G50, 20P05 |
| Defines | Random walk on a group |
| Uses | Group, Probability measure, Random variable, Markov chain, Cayley graph |
| Changed | 2 November 2026 |
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