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- W4285246989 abstract "In this chapter, we introduce the application of ADMM to distributed optimization. We first introduce how to use ADMM, linearized ADMM, and accelerated linearized ADMM to centralized distributed optimization and give the corresponding convergence rates. Then, we focus on decentralized distributed optimization and show that the corresponding ADMM is equivalent to the linearized augmented Lagrangian method, and give its accelerated version. Next, we introduce the asynchronous ADMM. At last, we end this chapter by the nonconvex and the generally linearly constrained distributed ADMM." @default.
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- W4285246989 date "2022-01-01" @default.
- W4285246989 modified "2023-09-26" @default.
- W4285246989 title "ADMM for Distributed Optimization" @default.
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- W4285246989 doi "https://doi.org/10.1007/978-981-16-9840-8_6" @default.
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