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Published on: November 15, 2013
Maximum principle for a stochastic delayed system involving terminal state constraints.
Jiaqiang Wen1, Yufeng Shi1,2
1Institute for Financial Studies and School of Mathematics, Shandong University, Jinan, 250100 China.
This study addresses optimal control for systems with time delays and terminal state constraints using a novel backward stochastic differential equation approach. A stochastic maximum principle is derived and applied to economic and control models.
Area of Science:
- Stochastic Optimal Control
- Mathematical Finance
- Control Theory
Background:
- Optimal control problems often involve complex systems with time delays.
- Terminal state constraints add significant challenges to these problems.
- Stochastic differential delayed equations model systems with inherent randomness and delays.
Purpose of the Study:
- To develop a method for solving stochastic optimal control problems with terminal state constraints.
- To introduce a time-delayed backward stochastic differential equation as an equivalent system.
- To derive a stochastic maximum principle for these constrained systems.
Main Methods:
- Formulating an equivalent backward delayed system.
- Utilizing Ekeland's variational principle.
- Applying the derived principle to specific models.
Main Results:
- A stochastic maximum principle is successfully obtained for the addressed problem class.
- The method is demonstrated through applications to linear-quadratic control and economic models.
- The study provides a theoretical framework for state-constrained delayed stochastic control.
Conclusions:
- The derived stochastic maximum principle offers a powerful tool for analyzing state-constrained delayed stochastic control problems.
- The approach is versatile, applicable to both theoretical control models and practical economic scenarios.
- This research advances the understanding and solution techniques for complex stochastic control systems.
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