An Approach of Industrial Ethernet Network System Design with Hybrid Niche Genetic Algorithm

Author

Han, Jianghong ; Wang, Yuefei ; Hou, Zhengfeng ; Wei, Zhenchun ; Ma, Kegang

Author_Institution

Sch. of Comput. & Inf., Hefei Univ. of Technol.

Volume

1

fYear

0

fDate

0-0 0

Firstpage

3699

Lastpage

3703

Abstract

For changing the traditional method based on experience in industrial Ethernet network system (IENS) design, a general one based on load analysis for IECS with redundant topology is presented. As industrial Ethernet network system with hierarchical topology is the key part of redundant topology system, its objective and constraint in design is depicted by graph partitioning mode. Furthermore, GA (genetic algorithm) is proposed to realize the depiction. In order to improve the algorithm ability of local searching and rapid convergence, by introducing simulated annealing operation to GA, a hybrid GA based on schema preprocessing and crowding niche strategy is designed

Keywords

genetic algorithms; graph theory; local area networks; production engineering computing; simulated annealing; telecommunication network topology; crowding niche strategy; graph partitioning; hierarchical topology; hybrid niche genetic algorithm; industrial Ethernet network system design; load analysis; redundant topology system; schema preprocessing; simulated annealing; Algorithm design and analysis; Automotive engineering; Computer industry; Computer networks; Electronic mail; Ethernet networks; Genetic algorithms; Information analysis; Network topology; Simulated annealing; Genetic Algorithms; Industrial Ethernet Network; Niche; Schema Preprocessing; Simulated Annealing;

fLanguage

English

Publisher

ieee

Conference_Titel

Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on

Conference_Location

Dalian

Print_ISBN

1-4244-0332-4

Type

conf

DOI

10.1109/WCICA.2006.1713061

Filename

1713061