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K- shortest path network problem solution with a hybrid Genetic Algorithm: Particle Swarm Optimization algorithm
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Kusetoğulları, Hüseyin, Leeson, Mark S., Ren, W. and Hines, Evor (2011) K- shortest path network problem solution with a hybrid Genetic Algorithm: Particle Swarm Optimization algorithm. In: 13TH INTERNATIONAL CONFERENCE ON TRANSPARENT OPTICAL NETWORKS (ICTON), 2011 , Stockholm, Sweden, 26th-30th June 2011. Published in: Transparent Optical Networks (ICTON), 2011 13th International Conference on, Vol. 2011 pp. 1-4. doi:10.1109/ICTON.2011.5970873 ISSN 2161-2056.
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Official URL: http://dx.doi.org/10.1109/ICTON.2011.5970873
Abstract
This paper presents a hybrid evolutionary algorithm (HGAPSO) to maximize utilization and improve the Quality of Service (QoS) in expanding networks. Two meta-heuristic optimization algorithms, namely a Genetic Algorithm (GA) and Particle Swarm Optimization (PSO) are combined to find the feasible solution within a search space of telecommunication networks. By employing a local search based priority encoding method, each individual in the GA and each particle in PSO is represented as a potential solution for the routing problem. The performance of HGAPSO is compared to both the GA and PSO alone for finding the K-shortest paths, demonstrating its superiority.
Item Type: | Conference Item (Paper) | ||||
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Divisions: | Faculty of Science, Engineering and Medicine > Engineering > Engineering | ||||
Journal or Publication Title: | Transparent Optical Networks (ICTON), 2011 13th International Conference on | ||||
Publisher: | IEEE | ||||
ISSN: | 2161-2056 | ||||
Book Title: | 2011 13th International Conference on Transparent Optical Networks | ||||
Official Date: | June 2011 | ||||
Dates: |
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Volume: | Vol. 2011 | ||||
Page Range: | pp. 1-4 | ||||
DOI: | 10.1109/ICTON.2011.5970873 | ||||
Status: | Peer Reviewed | ||||
Publication Status: | Published | ||||
Access rights to Published version: | Restricted or Subscription Access | ||||
Conference Paper Type: | Paper | ||||
Title of Event: | 13TH INTERNATIONAL CONFERENCE ON TRANSPARENT OPTICAL NETWORKS (ICTON), 2011 | ||||
Type of Event: | Conference | ||||
Location of Event: | Stockholm, Sweden | ||||
Date(s) of Event: | 26th-30th June 2011 |
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