已有 2412 次阅读 2017-8-29 17:11 |个人分类:科研论文|系统分类:论文交流| Energy, control, networks, Multilayer, controllability

       最近,在导师武汉大学邹秀芬教授的悉心指导下,自已关于多层网络控制能量和能控性工作(Control energy and  controllability of multilayer networks.pdf被Advances in Complex Systems接受发表,希望大家喜欢。

Title: Control energy and controllability of multilayer networks

Published Online:

Abstract: The controllability of multilayer networks has become increasingly important in many areas of science and engineering. In this paper, we identify the general rules that determine the controllability and control energy cost of multilayer networks. First, we quantitatively estimate the control energy cost of multilayer networks and investigate the impacts of different coupling strength and coupling patterns on the control energy cost for multilayer networks. The results indicate that the average energy and the coupling strength have an approximately linear relationship in multilayer networks with two layers. Second, we study how the coupling strength and the connection patterns between different layers affect the controllability of multilayer networks from both theoretical and numerical aspects. The obtained piecewise function relations between the controllability’s measure and coupling strength reveal that the existence of an optimal coupling strength for the different interconnection strategies in multilayer networks. In particular, the numerical experiments demonstrate that there exists a tradeoff between the optimal controllability and optimal control energy for selecting inter-layer connection patterns in multilayer networks. These results provide a comprehensive understanding of the impact of interlayer couplings on the controllability and control energy cost for multilayer networks and provide a methodology for selecting the control nodes and coupling strength to maximize the controllability and minimize the control energy cost.

Keywords: Multilayer networks; controllability; control energy; coupling strength; coupling patterns.

上一篇:多层网络关键节点识别论文被Applied Mathematical Modelling接受
下一篇:非线性轨迹控制论文被SIAM Journal on Applied Mathematics发表


该博文允许注册用户评论 请点击登录 评论 (2 个评论)


Archiver|手机版|科学网 ( 京ICP备07017567号-12 )

GMT+8, 2021-6-24 01:06

Powered by

Copyright © 2007- 中国科学报社