Von Hilgers, P. and Langville, A.N., 2006, June. The five greatest applications of Markov chains. In Proceedings of the Markov Anniversary Meeting (pp. 155-158). Boston Press.
For those interested in microeconomics, the Medallion Fund is probably the most profitable application of Markov chains to date (also the most profitable mutual fund to date). It was founded by renowned mathematician Jim Simons [0], building upon the Baum–Welch algorithm [1]. Very interesting stuff.
Could you elaborate on how exactly a Markov chain used there. Baum Welch is for HMMs though, which are different from Markov chains, they can capture infinite history/memory.
7 comments
[ 3.8 ms ] story [ 30.8 ms ] threadVon Hilgers, P. and Langville, A.N., 2006, June. The five greatest applications of Markov chains. In Proceedings of the Markov Anniversary Meeting (pp. 155-158). Boston Press.
https://git.mar77i.info/alice-in-markov-chains
For anyone trying to run it, the URL in the collect_lyrics.py script should be the band's page on AZLyrics...
[0] https://en.wikipedia.org/wiki/Renaissance_Technologies [1] https://en.wikipedia.org/wiki/Baum%E2%80%93Welch_algorithm
http://joshmillard.com/garkov/