Optimizing Parameters of a Mobile Ad Hoc Network Protocol with a Genetic Algorithm Manual(1)

Update: 28 September, 2023

This paper investigates the use of genetic algorithms for automated selection of parameters in a wireless ad hoc networking system. Experimental results demonstrate that the genetic algorithm can optimize for different classes of operating conditions. We also compare our genetic algorithm optimization against hand-tuning in a complex, realistic scenario and show how the genetic algorithm provides better performance.

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File format: PDF

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MD5 Checksum: 11885A304EB10F020131254DB3A55429

Publication date: 25 April, 2012

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PDF Link: Optimizing Parameters of a Mobile Ad Hoc Network Protocol with a Genetic Algorithm Manual(1) PDF