Decision Analysis as an Element in an Operational Decision Aiding System.

Abstract

This report describes Phase V efforts in the continuing investigation of the theoretical foundations of the decision-analytic model developed for the Office of Naval Research's Operational Decision Aiding Project. The principal issue under consideration was the degree to which the utilization of an incomplete, simple hierarchical model in the Tactical Decision Aid (TACAID) could lead to errors in inference as compared with a more complex Bayesian hierarachical model. Specifically, the more complex model would be designed to make allowances for data dependencies as well as nonstationarity in enemy intent. It was concluded that a simple model can lead to significant and potentially costly errors in inference, and that TACAID should be modified to handle these additional complexities. Concurrent with such modifications, training in the proper use of the more complex TACAID would be mandatory to ensure proper use of the additional capabilities. As part of the current research and developement effort, a situation definition capability, called TACDEF, was implemented for TACAID.

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Document Details

Document Type
Technical Report
Publication Date
Apr 01, 1979
Accession Number
ADA068339

Entities

People

  • Cameron R. Peterson
  • L. Scott Randall
  • Michael L. Donnell
  • Scott Barclay

Tags

Communities of Interest

  • C4I
  • Ground and Sea Platforms
  • Human Systems

DTIC Thesaurus Topics

  • Bayesian Networks
  • Command And Control
  • Command And Control Systems
  • Computer Programs
  • Computer Simulations
  • Computers
  • Human Factors Engineering
  • Military Research
  • Naval Warfare
  • Operations Research
  • Probabilistic Models
  • Probability
  • Probability Distributions
  • Psychology
  • Simulations
  • Systems Engineering
  • Tactical Decision Aids

Readers

  • Computational Modeling and Simulation
  • Team-Based Human-Centered Cognitive Task Decision Making and Information Performance.

Technology Areas

  • AI & ML
  • AI & ML - DoD AI Strategy