An Approach to Optical Network Design using General Heuristic Optimization Framework
<p class="Abstract">The article tackles the problem of optimization methods in optical network design process, based on optimal traffic routing with the goal to minimize the utilized network resources for given topology and traffic demands. An optimization framework <strong style=...
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University of Zagreb, Faculty of organization and informatics
2010-12-01
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doaj-d15a508b466a40889167edabd2f230e52021-09-02T09:48:32ZengUniversity of Zagreb, Faculty of organization and informaticsJournal of Information and Organizational Sciences1846-33121846-94182010-12-0134299An Approach to Optical Network Design using General Heuristic Optimization FrameworkMarko Lacković<p class="Abstract">The article tackles the problem of optimization methods in optical network design process, based on optimal traffic routing with the goal to minimize the utilized network resources for given topology and traffic demands. An optimization framework <strong style="mso-bidi-font-weight: normal;"><em style="mso-bidi-font-style: normal;">Nyx</em></strong> has been developed with the focus on flexibility in solving optimization problems by implementing general heuristic search techniques. <strong style="mso-bidi-font-weight: normal;"><em style="mso-bidi-font-style: normal;">Nyx</em></strong> modular organization has been described, including coding types for solutions and genetic algorithm as the optimization method. Optimal routing has been implemented to demonstrate the use of <strong style="mso-bidi-font-weight: normal;"><em style="mso-bidi-font-style: normal;">Nyx</em></strong> in the optical network design process. Optimal routing procedure has been applied to Pan-European optical network with variations of routing procedures and the number of wavelengths. The analysis included no protection scenario, 1+1 protection and path restoration. The routing was performed using shortest path routing and optimal routing which minimizes the use of optical network resources, being network multiplexers, amplifiers and fibers.</p><p> </p><p> </p>http://jios.foi.hr/index.php/jios/article/view/137General Heuristic MethodsRouting and Wavelength Assignmentoptical network design |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Marko Lacković |
spellingShingle |
Marko Lacković An Approach to Optical Network Design using General Heuristic Optimization Framework Journal of Information and Organizational Sciences General Heuristic Methods Routing and Wavelength Assignment optical network design |
author_facet |
Marko Lacković |
author_sort |
Marko Lacković |
title |
An Approach to Optical Network Design using General Heuristic Optimization Framework |
title_short |
An Approach to Optical Network Design using General Heuristic Optimization Framework |
title_full |
An Approach to Optical Network Design using General Heuristic Optimization Framework |
title_fullStr |
An Approach to Optical Network Design using General Heuristic Optimization Framework |
title_full_unstemmed |
An Approach to Optical Network Design using General Heuristic Optimization Framework |
title_sort |
approach to optical network design using general heuristic optimization framework |
publisher |
University of Zagreb, Faculty of organization and informatics |
series |
Journal of Information and Organizational Sciences |
issn |
1846-3312 1846-9418 |
publishDate |
2010-12-01 |
description |
<p class="Abstract">The article tackles the problem of optimization methods in optical network design process, based on optimal traffic routing with the goal to minimize the utilized network resources for given topology and traffic demands. An optimization framework <strong style="mso-bidi-font-weight: normal;"><em style="mso-bidi-font-style: normal;">Nyx</em></strong> has been developed with the focus on flexibility in solving optimization problems by implementing general heuristic search techniques. <strong style="mso-bidi-font-weight: normal;"><em style="mso-bidi-font-style: normal;">Nyx</em></strong> modular organization has been described, including coding types for solutions and genetic algorithm as the optimization method. Optimal routing has been implemented to demonstrate the use of <strong style="mso-bidi-font-weight: normal;"><em style="mso-bidi-font-style: normal;">Nyx</em></strong> in the optical network design process. Optimal routing procedure has been applied to Pan-European optical network with variations of routing procedures and the number of wavelengths. The analysis included no protection scenario, 1+1 protection and path restoration. The routing was performed using shortest path routing and optimal routing which minimizes the use of optical network resources, being network multiplexers, amplifiers and fibers.</p><p> </p><p> </p> |
topic |
General Heuristic Methods Routing and Wavelength Assignment optical network design |
url |
http://jios.foi.hr/index.php/jios/article/view/137 |
work_keys_str_mv |
AT markolackovic anapproachtoopticalnetworkdesignusinggeneralheuristicoptimizationframework AT markolackovic approachtoopticalnetworkdesignusinggeneralheuristicoptimizationframework |
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1721176934923108352 |