Distributed Nonconvex Event-Triggered Optimization Over Time-Varying Directed Networks

IEEE Transactions on Industrial Informatics(2022)

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摘要
Many problems in industrial smart manufacturing, such as process operational optimization and decision-making, can be regarded as distributed nonconvex optimization problems, whose goal is to utilize distributed nodes to cooperatively search for the minimal value of the global objective function. With the consideration of data transmission mode, transmission condition, and communication waste in i...
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关键词
Optimization,Linear programming,Convergence,Convex functions,Directed graphs,Protocols,Approximation algorithms
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