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=...

Full description

Bibliographic Details
Main Author: Marko Lacković
Format: Article
Language:English
Published: University of Zagreb, Faculty of organization and informatics 2010-12-01
Series:Journal of Information and Organizational Sciences
Subjects:
Online Access:http://jios.foi.hr/index.php/jios/article/view/137
id doaj-d15a508b466a40889167edabd2f230e5
record_format Article
spelling 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
_version_ 1721176934923108352