PhD in Fair Distributed Optimization and Control of Large-Scale Networked Systems
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部门,电气工程系简介 能否成千上万的自主代理,每个只有局部信息,做出最优、稳定且可证明公平的决定?在这个博士项目中,你将建立分布式优化和控制理论来回答这个问题。你将设计具有内置公平性的可扩展多代理算法,用随机和鲁棒方法处理不确定性,并证明收敛性、稳定性和公平性保证。你的测试平台将……
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Departments, Department of Electrical Engineering Introduction Can thousands of autonomous agents, each with only local information, reach decisions that are optimal, stable and provably fair? In this PhD you will build the distributed optimization and control theory that answers this question. You will design scalable multi-agent algorithms with fairness built in , handle uncertainty with stochastic and robust methods, and prove convergence, stability and fairness guarantees . Your testbed wil…
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