Browsing by Subject "Stochastic maximum principles"
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Article
Centralized Versus Decentralized Optimization of Distributed Stochastic Differential Decision Systems with Different Information Structures-Part II: Applications
(2017)In this second part of the two-part paper, a stochastic maximum principle, conditional Hamiltonians and the coupled backward-forward stochastic differential equations (SDEs) of the first part [1] are employed to derive ...
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Article
Decentralized optimality conditions of stochastic differential decision problems via Girsanov’s measure transformation
(2016)In this paper, we apply two methods to derive necessary and sufficient decentralized optimality conditions for stochastic differential decision problems with multiple Decision Makers (DMs), which aim at optimizing a common ...
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Conference Object
Dynamic team optimality conditions of distributed stochastic differential decision systems with decentralized noisy information structures
(Institute of Electrical and Electronics Engineers Inc., 2013)We derive team and Person-by-Person (PbP) optimality conditions using the stochastic Pontryagin's maximum principle, for distributed stochastic differential decision systems with decentralized noisy information structures. ...
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Article
Team optimality conditions of distributed stochastic differential decision systems with decentralized noisy information structures
(2017)A team problem formulation of distributed stochastic differential systems with decentralized noisy information structures is considered, and a stochastic Pontryagin's maximum principle is applied to derive sufficient team ...