Concepts of Fuzzy Model Assessment

Abstract

This report discusses the concepts and mathematical models needed to apply fuzzy system theory to contact management model assessment. The detection and classification of propagation models are essential components of contact tracking. The classification of propagation models is a pattern recognition problem, which is addressed in this report by using fuzzy system theory. The sensor data are modeled with fuzzy numbers, the decision rules are constructed using fuzzy rules, and the decision quality is evaluated by interval-valued certainties. This system is one key component to building a fuzzy expert system tracker. Fuzzy sets, Pattern recognition, Fuzzy logic. Fuzzy experts, Fuzzy expert systems.

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Document Details

Document Type
Technical Report
Publication Date
Mar 01, 1994
Accession Number
ADA280641

Entities

People

  • P. R. Kersten
  • S. C. Nardone

Organizations

  • Naval Undersea Warfare Center

Tags

Communities of Interest

  • C4I
  • Human Systems
  • Materials and Manufacturing Processes
  • Weapons Technologies

DTIC Thesaurus Topics

  • Artificial Intelligence
  • Classification
  • Computational Science
  • Computer Languages
  • Computer Programming
  • Detection
  • Expert Systems
  • Fuzzy Logic
  • Fuzzy Sets
  • Information Science
  • Lisp Programming Language
  • Machine Learning
  • Neural Networks
  • Pattern Recognition
  • Probability
  • Recognition
  • Set Theory

Fields of Study

  • Computer science

Readers

  • Artificial Intelligence

Technology Areas

  • AI & ML