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Research of Objective Function in Inverse Planning Optimization for IMRT

机译:IMRT逆向规划优化中目标函数的研究

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In the inverse planning optimization of Intensity Modulated Rediation Therapy (IMRT), the Multi-Objective Particle Swarm Algorithm(MOPSA) is applied to optimization the test examples whose objective functions are based on average dose distribution and Dose-Volume Histogram (DVH) respectively. The calculation time, converge speed, numbers of non-inferior solution are compared with two kinds of objective functions. The results show that the objective function influence optimization process, and the DVH based objective function has the superiority in converge speed and the numbers of non-inferior solution.
机译:在强度调制的再生治疗(IMRT)的逆计划优化中,应用多目标粒子群算法(MOPSA)以优化目标函数的基于平均剂量分布和剂量直方图(DVH)的测试示例。将计算时间,收敛速度,非劣质解决方案的数量与两种目标函数进行比较。结果表明,目标函数影响优化过程,基于DVH的目标函数具有汇聚速度和非劣质解决方案的优势。

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