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On the Complexity of Decentralized Decision Making and Detection Problems.

Author: J N Tsitsiklis; M Athans; MASSACHUSETTS INST OF TECH CAMBRIDGE LAB FOR INFORMATION AND DECISION SYSTEMS.
Publisher: Ft. Belvoir Defense Technical Information Center 16 MAR 1984.
Edition/Format:   Print book : EnglishView all editions and formats
Database:WorldCat
Summary:
The authors study the computational complexity of the discrete versions of some simple but basic decentralized decision problems. These problems are variations of the classical 'team decision problem' and include the problem of decentralized detection, whereby a central processor is to select one of two hypotheses, based on 1-bit messages from two non-communicating sensors. Results point to the inherent difficulty  Read more...
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Document Type: Book
All Authors / Contributors: J N Tsitsiklis; M Athans; MASSACHUSETTS INST OF TECH CAMBRIDGE LAB FOR INFORMATION AND DECISION SYSTEMS.
OCLC Number: 227611509
Description: 32 pages

Abstract:

The authors study the computational complexity of the discrete versions of some simple but basic decentralized decision problems. These problems are variations of the classical 'team decision problem' and include the problem of decentralized detection, whereby a central processor is to select one of two hypotheses, based on 1-bit messages from two non-communicating sensors. Results point to the inherent difficulty of decentralized decision making and suggest that optimality may be an elusive goal. (Author).

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