Monte Carlo algorithms are the algorithms which use randomness. The course gives an introduction to this important basic algorithmic technique in mathematics and computer science.
It discusses the topics
- Direct Simulation
- Simulation of distributions
- Variance reduction
- Markov Chain Monte Carlo algorithms
- High-dimensional integration
and applications in physics as well as in financial and actuarial mathematics
Notice
The module is offered at least every second summer semester.