%0 Conference Paper %1 info3-inproceedings-2009-349 %A Pries, Rastin %A Staehle, Dirk %A Stoykova, Marieta %A Staehle, Barbara %A Tran-Gia, Phuoc %B IWCMC 2009 Planning and Optimization of Wireless Communication Networks (PlanNet) %C Leipzig, Germany %D 2009 %K myown %T A Genetic Approach for Wireless Mesh Network Planning and Optimization %X Wireless Mesh Networks (WMNs) are gaining an increasingly important role in next generation last mile access. They offer more flexibility compared to traditional networks but on the expense of a complex structure. Thus, planning and optimization of WMNs is a challenge. In this paper we focus on routing and channel assignment in WMNs for throughput maximization using genetic algorithms. Genetic algorithms provide a good solution for large-scale WMNs in relatively small computation time. The results prove the effectiveness of the genetic operators and show the advantages of a genetic optimization. However, these operators have to be configured carefully to avoid local optima. We will show the influence of the selection principles as well as evaluation functions on the optimization.

@inproceedings{info3-inproceedings-2009-349, abstract = {Wireless Mesh Networks (WMNs) are gaining an increasingly important role in next generation last mile access. They offer more flexibility compared to traditional networks but on the expense of a complex structure. Thus, planning and optimization of WMNs is a challenge. In this paper we focus on routing and channel assignment in WMNs for throughput maximization using genetic algorithms. Genetic algorithms provide a good solution for large-scale WMNs in relatively small computation time. The results prove the effectiveness of the genetic operators and show the advantages of a genetic optimization. However, these operators have to be configured carefully to avoid local optima. We will show the influence of the selection principles as well as evaluation functions on the optimization. }, added-at = {2016-03-10T17:37:01.000+0100}, address = {Leipzig, Germany}, author = {Pries, Rastin and Staehle, Dirk and Stoykova, Marieta and Staehle, Barbara and Tran-Gia, Phuoc}, biburl = {https://www.bibsonomy.org/bibtex/2db022c36c381379261eddd1c8f537fa5/uniwue_info3}, booktitle = {IWCMC 2009 Planning and Optimization of Wireless Communication Networks (PlanNet)}, interhash = {bcf6a8200d2cf3d13fb6d952b5c23ad3}, intrahash = {db022c36c381379261eddd1c8f537fa5}, keywords = {myown}, month = {6}, timestamp = {2022-03-14T00:10:32.000+0100}, title = {A Genetic Approach for Wireless Mesh Network Planning and Optimization}, year = 2009 }