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(Accepted Version) Online First Publishing Date: 2022-07-15 13:58:50
Inertial Proximal ADMM for Separable Multi-Block Convex Optimizations and Compressive Affine Phase RetrievalEnglish Full Text
Peng LI;Wengu CHEN;Qiyu SUN;
Abstract: Separable multi-block convex optimization problem appears in many mathematical and engineering fields. In the first part of this paper, we propose an inertial proximal ADMM to solve a linearly constrained separable multi-block convex optimization problem, and we show that the proposed inertial proximal ADMM has global convergence under mild assumptions on the regularization matrices.Affine phase retrieval arises in holography, data separation and phaseless sampling, and it is also considered as ... More
- Series：
(A) Mathematics/ Physics/ Mechanics/ Astronomy
- Subject：
Mathematics
- Classification Code：
O224
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