Routing and wavelength assignment in all-optical networks based on the bee colony optimization

被引:6
作者
Markovic, Goran Z. [1 ]
Teodorovic, Dusan B. [1 ]
Acimovic-Raspopovic, Vladanka S. [1 ]
机构
[1] Univ Belgrade, Fac Transport & Traff Engn, Belgrade 11000, Serbia
关键词
Bee colony optimization; lightpaths; metaheuristic; optical networks; routing and wavelength assignment;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 [模式识别与智能系统]; 0812 [计算机科学与技术]; 0835 [软件工程]; 1405 [智能科学与技术];
摘要
Routing and Wavelength Assignment (RWA) problem in all-optical networks assumes determining the routes and wavelengths to be used to create the lightpaths for connection requests. The RWA problem belongs to a class of difficult combinatorial optimization problems. We propose the Bee Colony Optimization (BCO) heuristic algorithm tailored for the RWA problem (BCO-RWA) in all-optical networks without wavelength conversion in intermediate nodes. The BCO represents a new metaheuristic capable to solve difficult combinatorial optimization problems. The artificial bee colony behaves partially alike, and partially differently from bee colonies in nature. The proposed BCO-RWA algorithm has been performed for static case in which lightpath requests are known in advance. We proved that BCO-RWA is able to produce optimal or near-optimal solutions in a reasonable amount of computer time.
引用
收藏
页码:273 / 285
页数:13
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