NDLI: An Immune Genetic Routing Algorithm for Mesh Network with QoS Constraints

Content Provider	IEEE Xplore Digital Library
Author	Zhu Li Li Zhishu Xing Jianchuan Cheng Yanhong
Copyright Year	2007
Description	Author affiliation: Coll. of Comput. Sci., Chengdu Sport Univ., Chengdu (Zhu Li)
Abstract	This article presents a novel immune & genetic hybrid routings algorithm for mesh network with QoS constraints in order to supply multimedia transmission with high quality of services (QoS). Inspired by immune mechanism, the algorithm clones the predominant routings, restrains same or close routings in immune shape-space and evaluates the affinity of routings in two aspects, QoS metrics and distance between routings to improve the diversity. Genetic operators are used to evolve the routings. The algorithm utilizes linkage matrix and neighbor vector to restrict the routing conform to specific network topology, routing repair is also used after each evolution. QoS constraints are considered, involving the delay, bandwidth, jitter and loss ratio. Simulation experiments show that the algorithm achieves global random searching effect with perfect diversity and less iterations than ants and GA algorithms, better real-time performance for dynamic mesh network and gains load balance with multi-candidate routings.
Starting Page	1701
Ending Page	1704
File Size	132152
Page Count	4
File Format	PDF
ISBN	9781424413119
DOI	10.1109/WICOM.2007.428
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2007-09-21
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Couplings Mesh networks Network topology Cloning Quality of service Bandwidth Jitter Genetics Routing Delay
Content Type	Text
Resource Type	Article

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