Heuristic and Genetic Algorithms for Solving the Virtual Topology Design Problem on Elastic Optical Networks

被引:0
作者
Din, Der-Rong [1 ]
机构
[1] Natl Changhua Univ Educ, Dept Comp Sci & Informat Engn, Changhua 500, Taiwan
关键词
elastic optical network (EON); virtual topology design; multi-path routing; delay-variation; heuristic algorithm; genetic algorithm; SPECTRUM ALLOCATION; PATH NETWORKS;
D O I
10.1688/JISE.2017.33.2.3
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Elastic optical networks (EONs) are considered as very promising architectures for future optical transport networks, since they efficiently use the spectrum resources and provide high bandwidth scalability and granularity. In this paper, the virtual topology design (VTD) problem on EON is considered. Given the physical network and the traffic demand matrix, the goal of VTD is to find the routing paths and the allocated frequency slots of the demand so that the objective cost can be minimized. In this paper, multiple path routing is allowed and delay-variation between lightpaths for same demand is considered. In this paper, an integer linear programming (ILP) model is used to define the VTD problem on EONs. Moreover, a genetic algorithm (GA) and two heuristic algorithms are proposed to solve this problem. Simulations show that the proposed algorithms can achieve good results.
引用
收藏
页码:305 / 327
页数:23
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