DocumentCode
1649831
Title
Computational stochastic dynamic programming problems: groundwater quality remediation
Author
Hanson, Floyd B. ; Westman, John J.
Author_Institution
Lab. for Adv. Comput., Illinois Univ., Chicago, IL, USA
Volume
1
fYear
1994
Firstpage
455
Abstract
The general objective is the development of supercomputing algorithms for the optimal feedback control of larger scale, continuous time, nonlinear, Markov stochastic dynamical systems. The numerical procedures are based on PDE methods such as the finite element or difference methods for stochastic dynamic programming, as well as other advanced numerical methods. The algorithms have been implemented on the Cray vector multiprocessors and massively parallel Connection Machines. These implementations have utilized advanced supercomputing techniques such as parallelization, vectorization and data structures and decompositions. Problems in 5 state space dimensions have been solved. Large dimensions are required by some applications, such as groundwater remediation and resource management. The principal application focus here is the remediation for groundwater quality through the control of pumping policies when the groundwater is subject to uncertain introduction of contaminants
Keywords
Markov processes; computerised control; dynamic programming; environmental science computing; feedback; geophysics computing; groundwater; large-scale systems; nonlinear control systems; optimal control; stochastic programming; stochastic systems; water pollution control; water treatment; Cray vector multiprocessors; PDE methods; compositions; computational stochastic dynamic programming problems; contaminants; data structures; difference method; finite element method; groundwater management; groundwater quality remediation; large-scale continuous-time nonlinear Markov stochastic dynamical systems; massively parallel Connection Machines; optimal feedback control; parallelization; pumping policies; supercomputing algorithms; vectorization; Concurrent computing; Data structures; Dynamic programming; Feedback control; Finite element methods; Laboratories; Resource management; State-space methods; Stochastic processes; Supercomputers;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control, 1994., Proceedings of the 33rd IEEE Conference on
Conference_Location
Lake Buena Vista, FL
Print_ISBN
0-7803-1968-0
Type
conf
DOI
10.1109/CDC.1994.411015
Filename
411015
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