Cover Sheet 14 ICCRTS “C2 and Agility” Deriving Reliable Model Revisions from Executed Plan Data Analysis Topic 5: Experimentation and Analysis

نویسندگان

  • Alice M. Mulvehill
  • Brian Krisler
  • Renu Bostwick
چکیده

JAGUAR is a set of tools that perform model-based planning and replanning, real-time execution monitoring, and adaptive modeling in the domain of military air operations. Model driven planners are susceptible to biases, omissions, and errors within the models. Operating in a dynamic, realtime environment requires continual model updates to meet the ever changing requirements. This paper describes how the JAGUAR Model Adaptor tool uses Case-Based Reasoning (CBR) technology, visualization tools, machine learning, and decision trees to evaluate executed plan data and drive model revisions. The paper also presents some results obtained about the Model Adaptor from several experiments that were conducted to evaluate the usefulness of the entire JAGUAR tool suite to operational users.

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تاریخ انتشار 2009