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Predefined-Time Distributed Optimization for Resource Allocation Problems with Time-Varying Objective Function and Constraints
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DOI：10.1109/JAS.2024.124992.png)
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Abstract
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Dear Editor, This letter addresses distributed optimization for resource allocation problems with time-varying objective functions and time-varying constraints. Inspired by the distributed average tracking (DAT) approach, a distributed control protocol is proposed for optimal resource allocation. The convergence to a time-varying optimal solution within a predefined time is proved. Two numerical examples are given to illustrate the effectiveness of the proposed approach.
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