Optimal Control Strategies in Delayed Sharing Information Structures

被引：80

作者：

Nayyar, Ashutosh ^{[1
]}

Mahajan, Aditya ^{[2
]}

Teneketzis, Demosthenis ^{[1
]}

机构：

[1] Univ Michigan, Dept Elect Engn & Comp Sci, Ann Arbor, MI 48109 USA

[2] McGill Univ, Dept Elect & Comp Engn, Montreal, PQ H3A 2A7, Canada

来源：

IEEE TRANSACTIONS ON AUTOMATIC CONTROL | 2011年 / 56卷 / 07期

关键词：

Decentralized control; Markov decision theory; non-classical information structures; stochastic control; team theory; DECENTRALIZED STOCHASTIC-CONTROL;

D O I：

10.1109/TAC.2010.2089381

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

The n-step delayed sharing information structure is investigated. This information structure comprises of controllers that share their information with a delay of time steps. This information structure is a link between the classical information structure, where information is shared perfectly between the controllers, and a non-classical information structure, where there is no "lateral" sharing of information among the controllers. Structural results for optimal control strategies for systems with such information structures are presented. A sequential methodology for finding the optimal strategies is also derived. The solution approach provides an insight for identifying structural results and sequential decomposition for general decentralized stochastic control problems.

引用

页码：1606 / 1620

页数：15

共 10 条

[1] DECENTRALIZED OPTIMAL-CONTROL OF MARKOV-CHAINS WITH A COMMON PAST INFORMATION SET
AICARDI, M
DAVOLI, F
MINCIARDI, R
[J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1987, 32 (11) : 1028 - 1031
[2] Kumar P.R., 2015, Stochastic systems: Estimation, identification, and adaptive control
[3] DECENTRALIZED STOCHASTIC CONTROL WITH DELAYED SHARING INFORMATION PATTERN
KURTARAN, B
[J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1976, 21 (04) : 576 - 581
[4] DECENTRALIZED STOCHASTIC CONTROL WITH DELAYED SHARING INFORMATION PATTERN
KURTARAN, B
[J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1979, 24 (04) : 656 - 657
[5] Mahajan A., 2008, P 46 ALL C COMM CONT, P1440
[6] NAYYAR A, 2009, IEEE T INF THE UNPUB
[7] DELAYED SHARING PATTERNS
VARAIYA, P
WALRAND, J
[J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1978, 23 (03) : 443 - 445
[8] SEPARATION OF ESTIMATION AND CONTROL FOR DISCRETE TIME SYSTEMS
WITSENHA.HS
[J]. PROCEEDINGS OF THE INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS, 1971, 59 (11): : 1557 - &
[9] Witsenhausen H. S., 1976, DIRECTIONS LARGE SCA, P69
[10] Partially Observable Markov Decision Processes: A Geometric Technique and Analysis
Zhang, Hao
[J]. OPERATIONS RESEARCH, 2010, 58 (01) : 214 - 228

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