A Modified Perspective of Decision Support in C2

Abstract

Information processing and transformation in support of operations in combat environments have evolved well beyond the capabilities of classic deductive inductive/information systems. Unconventional warfare, and modern terrorism operate under conditions that do not lend themselves to pattern recognition techniques. The effort at Sandia National Laboratories is approaching the problem from an adaptive decision aid perspective in which new technologies are being hybridized to provide new and unique capabilities to deal with this new threat. These technologies are founded in Peircean reasoning and provide support for the various components needed to formulate a solution. The supporting technologies include formal concept analysis for knowledge representation, modal logic to provide guidelines for the movement and transformation of data and information, and a unique neural construct based on Hawkins concept of the neocortex. When integrated into a co-evolutionary game theoretic environment we believe we can provide capabilities of predicting the trends that will emerge in insurgency use of IEDs against combatants and non-combatants in theater.

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Document Details

Document Type
Technical Report
Publication Date
Feb 01, 2002
Accession Number
ADA464958

Entities

People

  • Dave Harris
  • Michael Senglaub

Organizations

  • Sandia National Laboratories

Tags

Communities of Interest

  • C4I
  • Human Systems
  • Materials and Manufacturing Processes

DTIC Thesaurus Topics

  • Algorithms
  • Command And Control
  • Computer Simulations
  • Control Systems
  • Cooperative Games
  • Game Theory
  • Improvised Explosive Devices
  • Information Operations
  • Information Processing
  • Information Science
  • Information Systems
  • Neural Networks
  • Psychology
  • Systems Engineering
  • Unconventional Warfare
  • United States
  • Warfare

Readers

  • Artificial Intelligence
  • Irregular Warfare and Special Operations Cyberspace Operations against Adversarial Threats.
  • Systems Analysis and Design

Technology Areas

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