Elliptic Combinatorics and Markov Processes

We present combinatorial and probabilistic interpretations of recent results in the theory of elliptic special functions (due to, among many others, Frenkel, Turaev, Spiridonov, and Zhedanov in the case of univariate functions, and Rains in the multivariate case). We focus on elliptically distribute...

Full description

Bibliographic Details
Main Author: Betea, Dan Dumitru
Format: Thesis
Language:English
Published: 2012
Subjects:
Online Access:https://thesis.library.caltech.edu/7115/
https://thesis.library.caltech.edu/7115/1/betea_thesis.pdf
https://thesis.library.caltech.edu/7115/2/betea_thesis_4_print.pdf
https://resolver.caltech.edu/CaltechTHESIS:05312012-201348939
id ftcaltechdiss:oai:thesis.library.caltech.edu:7115
record_format openpolar
spelling ftcaltechdiss:oai:thesis.library.caltech.edu:7115 2023-09-05T13:17:26+02:00 Elliptic Combinatorics and Markov Processes Betea, Dan Dumitru 2012 application/pdf https://thesis.library.caltech.edu/7115/ https://thesis.library.caltech.edu/7115/1/betea_thesis.pdf https://thesis.library.caltech.edu/7115/2/betea_thesis_4_print.pdf https://resolver.caltech.edu/CaltechTHESIS:05312012-201348939 en eng https://thesis.library.caltech.edu/7115/1/betea_thesis.pdf https://thesis.library.caltech.edu/7115/2/betea_thesis_4_print.pdf Betea, Dan Dumitru (2012) Elliptic Combinatorics and Markov Processes. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/MMZG-5G61. https://resolver.caltech.edu/CaltechTHESIS:05312012-201348939 <https://resolver.caltech.edu/CaltechTHESIS:05312012-201348939> other Thesis NonPeerReviewed 2012 ftcaltechdiss https://doi.org/10.7907/MMZG-5G61 2023-08-14T17:28:25Z We present combinatorial and probabilistic interpretations of recent results in the theory of elliptic special functions (due to, among many others, Frenkel, Turaev, Spiridonov, and Zhedanov in the case of univariate functions, and Rains in the multivariate case). We focus on elliptically distributed random lozenge tilings of the hexagon which we analyze from several perspectives. We compute the N-point function for the associated process, and show the process as a whole is determinantal with correlation kernel given by elliptic biorthogonal functions. We furthermore compute transition probabilities for the Markov processes involved and show they come from the multivariate elliptic difference operators of Rains. Properties of difference operators yield an efficient sampling algorithm for such random lozenge tilings. Simulations of said algorithm lead to new arctic circle behavior. Finally we introduce elliptic Schur processes on bounded partitions analogous to the Schur process of Reshetikhin and Okounkov ( and to the Macdonald processes of Vuletic, Borodin, and Corwin). These give a somewhat different (and faster) sampling algorithm from these elliptic distributions, but in principle should encompass more than just tilings of a hexagon. Thesis Arctic CaltechTHESIS (California Institute of Technology Arctic Borodin ENVELOPE(-72.627,-72.627,-71.603,-71.603)
institution Open Polar
collection CaltechTHESIS (California Institute of Technology
op_collection_id ftcaltechdiss
language English
description We present combinatorial and probabilistic interpretations of recent results in the theory of elliptic special functions (due to, among many others, Frenkel, Turaev, Spiridonov, and Zhedanov in the case of univariate functions, and Rains in the multivariate case). We focus on elliptically distributed random lozenge tilings of the hexagon which we analyze from several perspectives. We compute the N-point function for the associated process, and show the process as a whole is determinantal with correlation kernel given by elliptic biorthogonal functions. We furthermore compute transition probabilities for the Markov processes involved and show they come from the multivariate elliptic difference operators of Rains. Properties of difference operators yield an efficient sampling algorithm for such random lozenge tilings. Simulations of said algorithm lead to new arctic circle behavior. Finally we introduce elliptic Schur processes on bounded partitions analogous to the Schur process of Reshetikhin and Okounkov ( and to the Macdonald processes of Vuletic, Borodin, and Corwin). These give a somewhat different (and faster) sampling algorithm from these elliptic distributions, but in principle should encompass more than just tilings of a hexagon.
format Thesis
author Betea, Dan Dumitru
spellingShingle Betea, Dan Dumitru
Elliptic Combinatorics and Markov Processes
author_facet Betea, Dan Dumitru
author_sort Betea, Dan Dumitru
title Elliptic Combinatorics and Markov Processes
title_short Elliptic Combinatorics and Markov Processes
title_full Elliptic Combinatorics and Markov Processes
title_fullStr Elliptic Combinatorics and Markov Processes
title_full_unstemmed Elliptic Combinatorics and Markov Processes
title_sort elliptic combinatorics and markov processes
publishDate 2012
url https://thesis.library.caltech.edu/7115/
https://thesis.library.caltech.edu/7115/1/betea_thesis.pdf
https://thesis.library.caltech.edu/7115/2/betea_thesis_4_print.pdf
https://resolver.caltech.edu/CaltechTHESIS:05312012-201348939
long_lat ENVELOPE(-72.627,-72.627,-71.603,-71.603)
geographic Arctic
Borodin
geographic_facet Arctic
Borodin
genre Arctic
genre_facet Arctic
op_relation https://thesis.library.caltech.edu/7115/1/betea_thesis.pdf
https://thesis.library.caltech.edu/7115/2/betea_thesis_4_print.pdf
Betea, Dan Dumitru (2012) Elliptic Combinatorics and Markov Processes. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/MMZG-5G61. https://resolver.caltech.edu/CaltechTHESIS:05312012-201348939 <https://resolver.caltech.edu/CaltechTHESIS:05312012-201348939>
op_rights other
op_doi https://doi.org/10.7907/MMZG-5G61
_version_ 1776198606515077120