TY - JOUR
T1 - Optimal resource allocation in interdependent networks
AU - Zhang, Lin
AU - Du, Wenbo
AU - Ying, Wen
AU - Cai, Kaiquan
AU - Wang, Zhen
AU - Cao, Xianbin
N1 - Publisher Copyright:
© 2018 Elsevier B.V.
PY - 2018/10/15
Y1 - 2018/10/15
N2 - The robustness of realistic infrastructure systems is a significant and long-term research question, which has gotten some constructive outcomes borrowing the framework of complex networks. In this paper, we further explore the method about utilizing optimization algorithms to enhance robustness of interdependent networks. Firstly, we propose a novel particle swarm optimization algorithm with an information feedback mechanism to achieve better performance on complex problems. Secondly, we analyze the solutions from initial loads and types of failed nodes resulted by our algorithm. Interestingly, relative to traditional setup, our algorithm indeed produces a robust resource allocation pattern for interdependent networks, where middle-degree nodes are assigned more tolerance.
AB - The robustness of realistic infrastructure systems is a significant and long-term research question, which has gotten some constructive outcomes borrowing the framework of complex networks. In this paper, we further explore the method about utilizing optimization algorithms to enhance robustness of interdependent networks. Firstly, we propose a novel particle swarm optimization algorithm with an information feedback mechanism to achieve better performance on complex problems. Secondly, we analyze the solutions from initial loads and types of failed nodes resulted by our algorithm. Interestingly, relative to traditional setup, our algorithm indeed produces a robust resource allocation pattern for interdependent networks, where middle-degree nodes are assigned more tolerance.
KW - Cascading failure
KW - Interdependent networks
KW - Particle swarm optimization
UR - http://www.scopus.com/inward/record.url?scp=85047397866&partnerID=8YFLogxK
U2 - 10.1016/j.physa.2018.05.098
DO - 10.1016/j.physa.2018.05.098
M3 - 文章
AN - SCOPUS:85047397866
SN - 0378-4371
VL - 508
SP - 104
EP - 110
JO - Physica A: Statistical Mechanics and its Applications
JF - Physica A: Statistical Mechanics and its Applications
ER -