What is it about?
This paper studies the distributed optimization for solving resource allocation problems with both local bound and equality constraints. A continuous-time multi-agent system with communication time-delay is proposed for resource allocation. First, to reduce communication costs, a new modified multi-agent system is proposed inspired by previous work. Next, based on the system, communication time-delay is considered to reduce communication costs and match the real situation. Then, by choosing proper parameters, sufficient conditions are derived for convergence to the optimal solution of the distributed optimization. Moreover, the delay-free case is also considered, which proves that the system is convergent based on directed communication graph
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Perspectives
As an important part of distributed optimization, allocation problem [5, 19] has both bound and equality constraints and the communication time-delay is also inevitable. So it is necessary to study this problem with communication time-delay
Li Kaixuan
Huazhong University of Science and Technology
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This page is a summary of: Distributed Optimisation Based on Multi-Agent System for Resource Allocation with Communication Time-Delay, IET Control Theory and Applications, November 2019, the Institution of Engineering and Technology (the IET),
DOI: 10.1049/iet-cta.2019.0020.
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