NDLI: Intelligent agent-based software architecture for combat performance under overwhelming information inflow and uncertainty

Content Provider	IEEE Xplore Digital Library
Author	Hicks, J.D. Stoyen, A.D. Quiming Zhu
Copyright Year	2001
Description	Author affiliation: Nebraska Univ., Omaha, NE, USA (Hicks, J.D.)
Abstract	In the highly dynamic and information rich environment of military submarine operations, the Commanding Officer must make split second decisions that could ultimately result in the destruction or survival of Ownship or the accomplishment of its designated mission. Despite extensive training and expertise, the fog of war often shadows real world encounters. Pieces of the tactical puzzle may be scattered, broken, and/or even missing. It is the Commanding Officer's job to meld the fog into a clear tactical picture and intuitively decide upon the optimal course of action to obtain his mission goals and objectives. A mathematically derived optimal solution could be used as a decision making aid for the Commanding Officer to enhance Ownship's performance. A highly innovative hybrid Bayesian/differential game modeling approach is being developed to tackle this problem. The resulting theory and technology will facilitate tactical operations by addressing such practical problems as tradeoff evaluation for course of action and maintaining tactical advantage while avoiding counter detection.
Sponsorship	IEEE Comput. Soc. Tech. Committee on Complexity in Comput.
Starting Page	200
Ending Page	210
File Size	1253298
Page Count	11
File Format	PDF
ISBN	0769511597
DOI	10.1109/ICECCS.2001.930179
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2001-06-11
Publisher Place	Sweden
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Intelligent agent Software architecture Uncertainty Underwater vehicles Decision making Game theory Scattering Bayesian methods Software testing Data analysis
Content Type	Text
Resource Type	Article

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4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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