【源码】Brgman迭代正则化的近端梯度法

【源码】Brgman迭代正则化的近端梯度法_第1张图片
通过一些原始对偶分裂算法将具有Brgman散度的广义吉洪诺夫泛函作为惩罚项最小化。Bregman散度与总变分函数有关。

  • Generalized Tikhonov functional that has Bregman divergence as penalty term is minimized by some primal-dual splitting algorithm. Bregman divergence is associated with total variation functional.

相关数学内容的网址:https://arxiv.org/abs/1807.05793

  • Mathematical development can be found here, https://arxiv.org/abs/1807.05793

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