The use of fuzzy optimization methods for radiation therapy of tumors

W. Lodwick, S. Russell
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Abstract

This research focuses on the application of fuzzy optimization algorithms to large optimization problems where it is natural and useful to model the uncertainty of the problem directly. In particular, we apply fuzzy optimization to radiation therapy of tumors. Two themes are developed in this study: (1) the modeling of inherently fuzzy problems directly as fuzzy optimization problems, and (2) the application of fuzzy optimization to radiation therapy of tumors.
模糊优化方法在肿瘤放射治疗中的应用
本研究的重点是模糊优化算法在大型优化问题中的应用,在这些问题中,直接对问题的不确定性进行建模是很自然和有用的。特别地,我们将模糊优化应用于肿瘤放射治疗。本研究发展了两个主题:(1)将固有模糊问题直接建模为模糊优化问题;(2)模糊优化在肿瘤放射治疗中的应用。
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