Efficient Modeling and Simulation of Biological Warfare Using Innovative Design of Experiments Methods

Abstract

SUMMARY * Demonstrated how Design of Experiments (DOE) can be used to sequentially run groups of simulation trials to obtain better and better meta-models of the simulation model * When control variables are all continuous and response variable is NON-stochastic, then "Smoothing" designs can be used to efficiently produce a meta-model of a simulation that is made up of a complex series of physical models.

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Document Details

Document Type
Technical Report
Publication Date
Jun 01, 2007
Accession Number
ADA488122

Entities

People

  • Daniel P. Cinotti
  • Erin E. Shelly
  • Thomas A. Donnelly

Organizations

  • Edgewood Chemical Biological Center

Tags

Communities of Interest

  • Air Platforms
  • Counter WMD

DTIC Thesaurus Topics

  • Biological Warfare
  • Cloud Cover
  • Clouds
  • Computers
  • Data Science
  • Experimental Design
  • Fabrication
  • Humidity
  • Information Operations
  • Information Science
  • Latitude
  • Longitude
  • Military Operations
  • Operations Research
  • Simulations
  • Solar Radiation
  • Warfare

Fields of Study

  • Mathematics

Readers

  • Adaptive Control and Estimation with Uncertainty in Dynamic Systems.
  • Software Engineering.