scholarly journals A linear quadratic control problem for the stochastic heat equation driven by Q-Wiener processes

2018 ◽  
Vol 457 (1) ◽  
pp. 776-802
Author(s):  
Peter Benner ◽  
Christoph Trautwein
Author(s):  
Andreas Prohl ◽  
Yanqing Wang

We verify strong rates of convergence for a time-implicit, finite-element based space-time discretization of the backward stochastic heat equation, and the forward-backward stochastic heat equation from stochastic optimal control. The fully discrete version of the forward-backward stochastic heat equation is then used within a gradient descent algorithm to approximately solve the linear-quadratic control problem for the stochastic heat equation driven by additive noise. This work is thus giving a theoretical foundation for the computational findings in [ 14 ].


2007 ◽  
Vol 8 (2) ◽  
pp. 261-277 ◽  
Author(s):  
Shigeaki Koike ◽  
◽  
Hiroaki Morimoto ◽  
Shigeru Sakaguchi ◽  

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