3 papers
math.OC2022
Accelerated Distributed Projected Gradient Descent for Convex Optimization with Clique-wise Coupled Constraints
Yuto Watanabe, Kazunori Sakurama
This paper addresses a distributed convex optimization problem with a class of coupled constraints, which arise in a multi-agent system composed of multiple communities modeled by…
math.OC2021
Multiple sparsity constrained control node scheduling with application to rebalancing of mobility networks
Takuya Ikeda, Kazunori Sakurama, Kenji Kashima
This paper treats an optimal scheduling problem of control nodes in networked systems. We newly introduce both the L0 and l0 constraints on control inputs to extract a time-varying…
eess.SY2020
Distributed traffic control for a large-scale urban network
Viet Hoang Pham, Kazunori Sakurama, Shaoshuai Mou +1
Motivated by the fact that intelligent traffic control systems have become inevitable demand to cope with the risk of traffic congestion in urban areas, this paper develops a distr…