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An Ant Algorithm for Single-Hop Wavelength Assignment in WDM Mesh Network
Hong Kong, China November 14-November 16
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICTAI.2005.3317th IEEE International Conference on ...
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Tan Saw Chin, "An Ant Algorithm for Single-Hop Wavelength Assignment in WDM Mesh Network," Tools with Artificial Intelligence, IEEE International Conference on, pp. 111-117, 17th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'05), 2005.
 
 
BibTex
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@article{ 10.1109/ICTAI.2005.33,
author = {Tan Saw Chin},
title = {An Ant Algorithm for Single-Hop Wavelength Assignment in WDM Mesh Network},
journal ={Tools with Artificial Intelligence, IEEE International Conference on},
volume = {0},
year = {2005},
issn = {1082-3409},
pages = {111-117},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICTAI.2005.33},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Tools with Artificial Intelligence, IEEE International Conference on
TI - An Ant Algorithm for Single-Hop Wavelength Assignment in WDM Mesh Network
SN - 1082-3409
SP111
EP117
A1 - Tan Saw Chin,
PY - 2005
KW - null
VL - 0
JA - Tools with Artificial Intelligence, IEEE International Conference on
ER -
 
Tan Saw Chin, Multimedia University
A RWA linear programming formulation was formulated and ILP solver was used along with good approximation techniques (heuristic) to solve the static RWA problem The objective was to maximize the one hop traffic, given a set of lightpath requests/traffic demand. However, the proposed heuristic has the limitation of stagnation. Thus we applied Ant Colony Optimization (ACO) combined with heuristic algorithm to solve the assignment problem to obtain best assignment with highest objective value. The ACO based algorithm can outperform the comparison scheme and provide a better performance and more reliable than the proposed heuristic and ILP solver. The claim made in the paper for the proposed new heuristic and ACO are supported by experimental results.
Citation:
Tan Saw Chin, "An Ant Algorithm for Single-Hop Wavelength Assignment in WDM Mesh Network," ictai, pp.111-117, 17th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'05), 2005
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