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求解高光谱解混的三算子分裂方法

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对于高光谱解混问题,提出了一个相应的三算子单调包含和求解该问题的一个分裂方法,其中邻近因子可以自适应选取.该方法还可用于求解更一般的带有线性复合的三算子单调包含问题.数值实验表明,该算法的性能远远超过最近提出的邻近内点方法,并且与其变尺度版本相当.
A Three-operator Splitting Method for Solving Hyperspectral Unmixing
A three-operator monotone inclusion for hyperspectral unmixing was proposed and a corre-sponding splitting algorithm was given in which proximal factors could be selected adaptively. The algo-rithm could be also used to solve more general three-operator monotone inclusion with one linear composi-tion. Numerical experiments showed that the algorithm outperformed the recently proposed proximal inte-rior point algorithm and was comparable to its variable metric version.

proximal interior point algorithmmonotone inclusionsplitting methodhyperspectral unmixingself-adaption

董云达、张园园、李一怡

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郑州大学数学与统计学院 河南郑州 450001

邻近内点法 单调包含 分裂方法 高光谱解混 自适应

2025

郑州大学学报(理学版)
郑州大学

郑州大学学报(理学版)

北大核心
影响因子:0.437
ISSN:1671-6841
年,卷(期):2025.57(2)