Multiobjective evolutionary optimization of the number of beams, their orientations and weights for intensity-modulated radiation therapy.

Abstract:

:We propose a hybrid multiobjective (MO) evolutionary optimization algorithm (MOEA) for intensity-modulated radiotherapy inverse planning and apply it to optimize the number of incident beams, their orientations and intensity profiles. The algorithm produces a set of efficient solutions, which represent different clinical trade-offs and contains information such as variety of dose distributions and dose-volume histograms. No importance factors are required and solutions can be obtained in regions not accessible by conventional weighted sum approaches. The application of the algorithm using a test case, a prostate and a head and neck tumour case is shown. The results are compared with MO inverse planning using a gradient-based optimization algorithm.

journal_name

Phys Med Biol

authors

Schreibmann E,Lahanas M,Xing L,Baltas D

doi

10.1088/0031-9155/49/5/007

subject

Has Abstract

pub_date

2004-03-07 00:00:00

pages

747-70

issue

5

eissn

0031-9155

issn

1361-6560

journal_volume

49

pub_type

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