4.7 Article

Checking solvability of systems of interval linear equations and inequalities via mixed integer programming

Journal

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
Volume 199, Issue 1, Pages 117-121

Publisher

ELSEVIER SCIENCE BV
DOI: 10.1016/j.ejor.2008.11.008

Keywords

Interval linear systems; Mixed integer programming; Solvability; Farkas lemina

Funding

  1. AFOSR
  2. NSF [CMMI-0825993]
  3. US Department of Education [P200A060149]
  4. Div Of Civil, Mechanical, & Manufact Inn
  5. Directorate For Engineering [0825993] Funding Source: National Science Foundation

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This paper deals with the problems of checking strong solvability and feasibility of linear interval equations, checking weak solvability of linear interval equations and inequalities, and finding control solutions of linear interval equations. These problems are known to be NP-hard. We use some recently developed characterizations in combination with classical arguments to show that these problems can be equivalently stated as optimization tasks and provide the corresponding linear mixed 0-1 programming formulations. (C) 2008 Elsevier B.V. All rights reserved.

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