|Distributed Convex Optimization for Flocking of Nonlinear Multi-agent Systems
Qing Zhang, Zhikun Gong, Zhengquan Yang*, and Zengqiang Chen
International Journal of Control, Automation, and Systems, vol. 17, no. 5, pp.1177-1183, 2019
Abstract : "A distributed optimization problem with differentiable convex objective function is discussed for
continuous-time multi-agent systems with flocking behavior of a nonlinear continuous function. The goal of this
paper is to design a controller by using only local interaction information, thus making velocities of all agents be the
same. Then the stability of the multi-agent systems is proved and the velocities converge to the value minimizing
the sum of local objective functions. Moreover, the paper got some sufficient conditions for the consensus and the
optimization. Finally, a numerical case is used to verify the analytical results"
Convex optimization, distributed optimization, flocking, multi-agent systems, nonlinear systems.
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