Optimization based battle management

Sequare Daniel-Berhe, Mustapha Ait-Rami, Jeff S. Shamma, Jason L. Speyer

Research output: Contribution to journalArticlepeer-review

6 Scopus citations

Abstract

This paper considers an optimization based approach to battle management. The framework consists of two opposing forces of various resources subject to attrition and evolving over an arena of sectors. The resulting model is a large scale linear flow subject to various positivity constraints. It can be shown that when resource mobility constraints and attrition losses are taken into account, the problem of finding optimal tactics is computationally intractable. We will pursue an alternative approach that allows the use of linear programming in conjunction with receding horizon control. The main idea is to derive model simplifications that alleviate the computational burden while providing suitable tactics.

Original languageEnglish (US)
Pages (from-to)4711-4715
Number of pages5
JournalProceedings of the American Control Conference
Volume6
DOIs
StatePublished - 2001
Externally publishedYes

Keywords

  • Battle planning
  • Battlefield model
  • Linear programming
  • Optimization
  • Receding horizon control

ASJC Scopus subject areas

  • Electrical and Electronic Engineering

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