A conjugate gradient-assisted multi-objective evolutionary algorithm for fluence map optimization in radiotherapy treatment

Intensity-modulated radiotherapy (IMRT) is one of the most applied techniques for cancer radiotherapy treatment. The fluence map optimization is an essential part of IMRT plan designing, which has a significant impact on the radiotherapy treatment effect. In fact, the treatment planing of IMRT is an...

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Veröffentlicht in:	Complex & Intelligent Systems 2022-10, Vol.8 (5), p.4051-4077
Hauptverfasser:	Cao, Ruifen, Si, Langchun, Li, Xuesong, Guang, Yaopei, Wang, Chao, Tian, Ye, Pei, Xi, Zhang, Xingyi
Format:	Artikel
Sprache:	eng
Schlagworte:	Adaptive search techniques Algorithms Analysis Cancer Care and treatment Complexity Computational Intelligence Conjugate gradient method Coupling Data Structures and Information Theory Engineering Evolutionary algorithms Fluence Genetic algorithms Histograms Multiple objective analysis Optimization Original Article Pareto optimization Physicists Planing Radiation Radiation therapy Radiotherapy
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