Minimizing setup and beam-on times in radiation therapy

N. Bansal, D. Coppersmith, B. Schieber

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    19 Citations (Scopus)

    Abstract

    Radiation therapy is one of the commonly used cancer therapies. The radiation treatment poses a tuning problem: it needs to be effective enough to destroy the tumor, but it should maintain the functionality of the organs close to the tumor. Towards this goal the design of a radiation treatment has to be customized for each patient. This design includes intensity matrices that define the radiation dosage in a discretization of the beam head. To inimize the treatment time of a patient the beam-on time and the setup time need to be inimized. For a given row of the intensity matrix, the minimum beam-on time is equivalent to the minimum number of binary vectors with the consecutive ‘1’s property that sum to this row, and the minimum setup time is equivalent to the minimum number of distinct vectors in a set of binary vectors with the consecutive ‘1’s property that sum to this row. We give a simple linear time algorithm to compute the minimum beam-on time. We prove that the minimum setup time problem is APX-hard and give approximation algorithms for it using a duality property. For the general case, we give a 24/13 approximation algorithm. For unimodal rows, we give a 9/7 approximation algorithm. We also consider other variants for which better approximation ratios exist.
    Original languageEnglish
    Title of host publicationApproximation, randomization and combinatorial optimization (9th International Workshop on Approximation Algorithms for Combinatorial Optimization Problems, APPROX 2006, and 10th International Workshop on Randomization and Computation, RANDOM 2006, Barcelona, Spain, August 28-30, 2006. Proceedings)
    EditorsJ. Diaz, K. Jansen, J.D.P. Rolim, U. Zwick
    Place of PublicationBerlin
    PublisherSpringer
    Pages27-38
    ISBN (Print)3-540-38044-2
    DOIs
    Publication statusPublished - 2006

    Publication series

    NameLecture Notes in Computer Science
    Volume4110
    ISSN (Print)0302-9743

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