Award Date
8-1-2015
Degree Type
Thesis
Degree Name
Master of Science (MS)
Department
Mathematical Sciences
First Committee Member
Monika Neda
Second Committee Member
Pushkin Kachroo
Third Committee Member
Amei Amei
Fourth Committee Member
Dieudonne Phanord
Fifth Committee Member
Anjala Krishen
Number of Pages
51
Abstract
This thesis presents an inverse problem for mean field games where we find the
mean field problem statement for which the given dynamics is the solution. We use
distributed traffic as an example and derive the classic Lighthill Whitham Richards
(LWR) model as a solution of the non-viscous mean field game. We also derive
the same model by choosing a different problem where we use travel time, which
is a distributed parameter, as the cost for the optimal control. We then study the
stationary versions of these two problems and provide numerical solutions for the
same.
Keywords
Fokker Plank Equation; HJB Equation; LWR Model; Mean Field Games
Disciplines
Mathematics
File Format
Degree Grantor
University of Nevada, Las Vegas
Language
English
Repository Citation
Agarwal, Shaurya, "Inverse Problem for Non-viscous Mean Field Control: Example From Traffic" (2015). UNLV Theses, Dissertations, Professional Papers, and Capstones. 2462.
http://dx.doi.org/10.34917/7777290
Rights
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