Title :
Topological design of industrial Ethernet networks with a fast heuristic
Author :
Zhang, Lei ; Lampe, Mattias ; Wang, Zhi
Author_Institution :
State Key Lab. of Ind., Control Technol., Zhejiang Univ., Hangzhou, China
Abstract :
The recent rapid development of industrial Ethernet requires addressing the topic of network design from a new perspective. The design of industrial Ethernet networks must typically consider real-time constraints and robustness against network failures. In this paper, the topology design of industrial Ethernet networks problem is firstly modelled considering the requirements of industrial applications. Considering the increasing scale of industrial Ethernet networks, computational complexity of network optimization schemes becomes a more and more important issue. A fast algorithm based on a heuristic extension of a genetic algorithm is presented and shown to provide an effective solution and lower computation complexity as compared to a pure genetic algorithm.
Keywords :
control engineering computing; genetic algorithms; local area networks; network topology; real-time systems; genetic algorithm; industrial Ethernet networks; network topology; optimisation; real-time constraint;
Conference_Titel :
Emerging Technologies and Factory Automation (ETFA), 2010 IEEE Conference on
Conference_Location :
Bilbao
Print_ISBN :
978-1-4244-6848-5
DOI :
10.1109/ETFA.2010.5641314