A research and design on application of Genetic Algorithm

Meng, Ping; Shi, Yujie; Sun, Limin

doi:10.1201/b18566-185

Cited by 1 publication

(1 citation statement)

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“…The objective of this function is considering all of terminals in the coverage of WMRs and minimum node numbers of WMRs which is also in line with the previous description of the synchronisation optimisation strategies. Hierarchical optimising strategy (Meng et al, 2014) is not a better selection, because if you consider the connectivity among WMRs firstly, then some terminals may not be in the coverage of some WMRs. If considering coverage problem at first, too many unconnected subnets maybe appeared, then connect these subnets will be another tricky problem.…”

Section: Ga Description and Outlined Issues In Gamentioning

confidence: 99%

A general purpose deployment method for wireless mesh network

Tang

Wang

Huang

et al. 2019

IJIPT

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When determining the location of candidate wireless mesh routers, it is easy to ensure whether each mesh client node is within the communication range of candidate routers, but it is difficult to ensure that selected mesh routers from the candidate routers can constitute a connected network. In addition, the locations of the candidate router can also be placed too much, but too many candidate routers will affect the performance of network. According to the existing problem, we propose that all user terminals must be within at least one wireless router's coverage, and the least mesh routers to cover all of the user's terminals. Therefore, the selected mesh routers connected with each other, but usually the candidate routers only form several local connected sub-nets without connecting with each other. So making the local connective network communicating with each other is a subsequent work. Using the method of combining the genetic algorithm and the minimum spanning tree algorithm, the problem that candidate mesh routers can construct a general connected network was solved and the least selected wireless Mesh routers connected with each other and all mesh clients are covered. The feasibility and practicability of the proposed method are verified by MATLAB simulation.

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Section: Ga Description and Outlined Issues In Gamentioning

confidence: 99%