Polish Federation of Land Battle in a Distributed Interactive Environment

Abstract

Polish distributed and interactive environment for training of combat or peace support operations is presented. As a starting point in modelling process a specific theoretical game is considered. Game theory offers good "language of conflict". So we define military conflict game in general sense and transit it to the next phases of modelling combat process model, decision model, and simulation model. The distribution of conflict model components is natural and results from the real system's component distribution. The generic model of combat process as a multivariate stochastic process is concerned. The transition between the stochastic model and simulation model is shown. The global decision problem is formulated for each side as a stochastic programming problem with many criteria. The main conclusion of the theoretical analysis is the decision variable in such complex situation there is a decision rule and the criterion can be considered as a risk function, defined on the basis of predicted losses. However, real decision process seems to be far from optimal solution, we should indicate the direction of improvement.

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Document Details

Document Type
Technical Report
Publication Date
Nov 01, 2003
Accession Number
ADA425775

Entities

People

  • Andrzej Najgebauer
  • Dariusz Pierzchala
  • Jaroslaw Rulka

Organizations

  • Military University of Technology

Tags

Communities of Interest

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

DTIC Thesaurus Topics

  • Communication Systems
  • Databases
  • Game Theory
  • Information Operations
  • Language
  • Mathematical Models
  • Military Operations
  • Models
  • Operations Research
  • Probability
  • Random Variables
  • Simulations
  • Simulators
  • Software Design
  • Software Development
  • Stochastic Processes
  • Training

Readers

  • Computational Modeling and Simulation
  • East Asian Political and Security Studies within the Soviet Union
  • Statistical inference.

Technology Areas

  • AI & ML
  • AI & ML - Bayesian Inference
  • AI & ML - Machine Learning Algorithms