Repository logo
Log In(current)
  1. Home
  2. Colleges & Schools
  3. Graduate School
  4. Doctoral Dissertations
  5. Analysis of solvability and applications of stochastic optimal control problems through systems of forward-backward stochastic differential equations.
Details

Analysis of solvability and applications of stochastic optimal control problems through systems of forward-backward stochastic differential equations.

Date Issued
May 1, 2012
Author(s)
Yakovlev, Kirill Yevgenyevich
Advisor(s)
Dr. Jie Xiong
Additional Advisor(s)
Chuck Collins
Suzanne Lenhart
Phillip Daves
Permanent URI
https://trace.tennessee.edu/handle/20.500.14382/22206
Abstract

A stochastic metapopulation model is investigated. The model is motivated by a deterministic model previously presented to model the black bear population of the Great Smoky Mountains in east Tennessee. The new model involves randomness and the associated methods and results differ greatly from the deterministic analogue. A stochastic differential equation is studied and the associated results are stated and proved. Connections between a parabolic partial differential equation and a system of forward-backward stochastic differential equations is analyzed.


A "four-step" numerical scheme and a Markovian type iterative numerical scheme are implemented. Algorithms and programs in the programming languages C and R are provided. Convergence speed and accuracy is compared for two numerical methods. Moreover, simulation results are presented and discussed.

Subjects

numerical

stochastic

metapopulation

markovian iteration

Disciplines
Control Theory
Numerical Analysis and Computation
Other Applied Mathematics
Partial Differential Equations
Degree
Doctor of Philosophy
Major
Mathematics
File(s)
Thumbnail Image
Name

thesis_main.pdf

Size

1.44 MB

Format

Adobe PDF

Checksum (MD5)

5a79fbff995c3ee47d38d1263e946e47

Thumbnail Image
Name

thesis_main.tex

Size

6.77 KB

Format

TeX

Checksum (MD5)

6faffbfcb44c8a368aad7aa25b84b7c2


University Libraries

1015 Volunteer Boulevard
Knoxville, TN 37996
865-974-4351

Map & Directions
Donate to the Libraries
  • About
  • John C. Hodges Society
  • Speaking Volumes magazine
  • Outreach
  • Directory
  • Employment
  • Policies
  • Library Intranet
University of Tennessee power T logo

The University of Tennessee, Knoxville
Knoxville, Tennessee 37996
865-974-1000

Events
A-Z
Apply
Privacy
Map
Directory
Give to UT
Accessibility

Built with DSpace-CRIS software - Extension maintained and optimized by 4Science