We consider a matrix decomposition problem arising in Intensity Modulated Radiation Therapy (IMRT). The problem input is a matrix of intensity values that are to be delivered to a patient via IMRT from some given angle, under the condition that the IMRT device can only deliver radiation in rectangular shapes. This paper studies the problem of minimizing the number of rectangles (and their associated intensities) necessary to decompose such a matrix. We propose an integer programming-based methodology for providing lower and upper bounds on the optimal solution, and demonstrate the efficacy of our approach on clinical data.
|Original language||English (US)|
|Number of pages||20|
|Journal||Annals of Operations Research|
|State||Published - Jul 2012|
ASJC Scopus subject areas
- Decision Sciences(all)
- Management Science and Operations Research