Real-Time Simulation Technologies for Complex Systems.

Abstract

This report summarizes the work performed for Real Time Simulation Technologies for Complex Systems. The objective of the effort was to develop and study three novel complimentary directions that may be summarized as follows: (1) Speed up the inherently slow simulation process of complex systems by exploiting new concurrent simulation techniques. (2) Exploit the hierarchical nature of multi-resolution simulation models by decomposing them in ways which preserve statistical fidelity. (3) Explore new ways to extract metamodels for complex systems simulations, using neural networks.

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Document Details

Document Type
Technical Report
Publication Date
Nov 01, 1999
Accession Number
ADA372150

Entities

People

  • Christos G. Cassandras
  • Wei-bo Gong

Organizations

  • Boston University

Tags

Communities of Interest

  • Air Platforms
  • C4I
  • Energy and Power Technologies
  • Engineered Resilient Systems
  • Ground and Sea Platforms
  • Human Systems

DTIC Thesaurus Topics

  • Air Force Research Laboratories
  • Algorithms
  • Artificial Intelligence
  • Complex Systems
  • Computational Science
  • Computer Networks
  • Computer Programming
  • Computers
  • Differential Equations
  • Information Science
  • Lanchester Equations
  • Manufacturing Engineering
  • Monte Carlo Method
  • Random Variables
  • Reliability
  • Scheduling (Production)
  • Simulations

Fields of Study

  • Computer science

Readers

  • Computational Modeling and Simulation
  • Systems Analysis and Design

Technology Areas

  • AI & ML
  • AI & ML - Bayesian Inference