DocumentCode
2064326
Title
A linearized model and nested-partitions heuristics for VMAT radiation treatment planning optimization
Author
Bofei Sun ; Zhongshun Shi ; Jie Song ; Guangying Zhu ; Leyuan Shi
Author_Institution
Dept. of Ind. Eng. & Manage., Peking Univ., Beijing, China
fYear
2013
fDate
17-20 Aug. 2013
Firstpage
629
Lastpage
633
Abstract
In this paper we study the radiation treatment planning optimization for Volumetric-Modulated Arc Therapy (VMAT). A nonlinear mixed integer programming model is formulated considering dose rate change and MLC leaf speed constraints. Linearization technique is applied to this model, and the resulting mixed integer programming model is solved by heuristic approach based on Nested Partitions method. Numerical results show that this model can be solved efficiently with our heuristic approach with high quality solutions.
Keywords
collimators; dosimetry; heuristic programming; integer programming; linearisation techniques; nonlinear programming; radiation therapy; MLC leaf speed constraints; VMAT radiation treatment planning optimization; dose rate change; high quality solutions; linearization technique; linearized model; nested-partitions heuristics; nonlinear mixed integer programming model; volumetric-modulated arc therapy; Apertures; Equations; Mathematical model; Numerical models; Optimization; Planning; Tumors;
fLanguage
English
Publisher
ieee
Conference_Titel
Automation Science and Engineering (CASE), 2013 IEEE International Conference on
Conference_Location
Madison, WI
ISSN
2161-8070
Type
conf
DOI
10.1109/CoASE.2013.6654068
Filename
6654068
Link To Document