Abstract: Many distributed optimization algorithms critically depend on careful step-size tuning to ensure stability and achieve fast convergence. In this work, we address this limitation in the ...

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Computer algorithms are step-by-step instructions that help computers solve problems, process data, and deliver results. They power search engines, AI systems, online shopping, navigation apps, and ...

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Abstract: This article proposes a distributed Lagrange alternating gradient descent (LAGD) algorithm with a fixed step size for constrained optimization over a multiagent communication network.