A two-variable linear program solves the standard linear-quadratic formulation of the fractionation problem in cancer radiotherapy

Fatemeh Saberian, Archis Ghate, Minsun Kim

Research output: Contribution to journalArticlepeer-review

19 Scopus citations

Abstract

Abstract The standard formulation of the fractionation problem with multiple organs-at-risk based on the linear-quadratic dose-response model requires the solution of a nonconvex quadratically constrained quadratic program. Existing literature therefore uses heuristic methods without any analyses about solution quality. There is no known method that is guaranteed to find an optimal solution. We prove that this formulation of the fractionation problem can in fact be solved to optimality by instead solving a two-variable linear program with a few constraints.

Original languageEnglish (US)
Article number5922
Pages (from-to)254-258
Number of pages5
JournalOperations Research Letters
Volume43
Issue number3
DOIs
StatePublished - May 1 2015
Externally publishedYes

Bibliographical note

Publisher Copyright:
© 2015 Elsevier B.V. All rights reserved.

Keywords

  • Intensity modulated radiation therapy
  • Nonconvex quadratically constrained quadratic programs

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