Harnessing Multiple Representations for Autonomous Full-Spectrum Political, Military, Economic, Social, Information and Infrastructure (PMESII) Reasoning

Abstract

Assessing the effects of various actions on particular varieties of battlespace entities has been impeded by the absence of a representative computational model of the governing dynamics between so-called Political, Military, Economic, Social, Information, and Infrastructure (PMESII) elements in the theater of operations. Associated with each of these categories are formalisms suitable for computational implementation. Currently, we are lacking a way to describe the nonlinear dependence of each category on the others. We have proposed that the formal systems used to describe each of these categories can be described within an abstracted, yet common representational framework and therefore heterogeneous reasoning across the PMESII spectrum may be within our grasp. The Polyscheme architecture (Cassimatis 2002) was utilized to perform this integration, and to demonstrate that non-trivial reasoning about PMESII elements and their complex network of relationships may be computationally realizable.

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Document Details

Document Type
Technical Report
Publication Date
May 01, 2007
Accession Number
ADA469995

Entities

People

  • Nicholas L. Cassimatis

Organizations

  • Rensselaer Polytechnic Institute

Tags

Communities of Interest

  • Autonomy
  • Cyber
  • Energy and Power Technologies
  • Materials and Manufacturing Processes
  • Weapons Technologies

DTIC Thesaurus Topics

  • Air Force Research Laboratories
  • Artificial Intelligence
  • Artificial Intelligence Computing
  • Battlespace
  • Bayesian Networks
  • Cognition
  • Cognitive Science
  • Computational Science
  • Governments
  • Information Systems
  • Infrastructure
  • Law
  • Mental Processes
  • Neural Networks
  • Psychological Theory
  • Psychology
  • Reasoning

Readers

  • Artificial Intelligence
  • Economics
  • Joint Military Operations and Doctrine.