Course of Action Simulation, Testing, Evaluation and Revision (COASTER)

Abstract

This effort developed simulation, visualization and evaluation technology for air campaign planning. A simple war game called Capture the Flag was used to build and evaluate military Courses of Action based on the developed technology. The Capture the Flag system comprises a simulator, a control architecture, and a planner. The system provides graphical user interfaces for users to observe and participate in war games. A variety of visualizations, instrumentation, and other software support the execution and analysis of experiments. Dynamic maps were developed to visualize the results of hundreds of Monte Carlo simulation trials. This visualization technique, referred to as probabilistic dynamic mapping, relates dynamical properties of a war game to the probability of winning the game. A method for unsupervised clustering of univariate, categorical time series was also developed. This method is referred to as Bayesian Clustering by Dynamics.

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Document Details

Document Type
Technical Report
Publication Date
Jan 01, 2004
Accession Number
ADA421427

Entities

People

  • David Jensen
  • Marc Atkin
  • Paul R. Cohen
  • Tim Oates
  • Zachary Eyler-walker

Organizations

  • University of Massachusetts Amherst

Tags

Communities of Interest

  • Autonomy
  • Engineered Resilient Systems
  • Weapons Technologies

DTIC Thesaurus Topics

  • Air Power
  • Artificial Intelligence
  • Attrition
  • Bayesian Networks
  • Cognitive Science
  • Computers
  • Data Mining
  • Graphical User Interface
  • Information Science
  • Information Systems
  • Machine Learning
  • Monte Carlo Method
  • Probability
  • Three Dimensional
  • User Interface
  • War Games
  • Warfare

Fields of Study

  • Computer science

Readers

  • Agent-Based Social Robotics and Mobile-Assisted Learning in Virtual Environments.
  • Distributed Systems and Data Platform Development
  • Systems Analysis and Design

Technology Areas

  • AI & ML
  • AI & ML - Autonomous Systems
  • AI & ML - Bayesian Inference