Programacao genetica aplicada a geracao automatizada de aplicacoes para redes de sensores sem fio

Created by W.Langdon from gp-bibliography.bib Revision:1.7615

@MastersThesis{deOliveira:masters,

• author = "Renato Resende Ribeiro {de Oliveira}",
• title = "Programacao genetica aplicada a geracao automatizada de aplicacoes para redes de sensores sem fio",
• school = "Departamento de Ciencia da Computacao, Universidade Federal de Lavras",
• year = "2014",
• type = "Mestre",
• address = "Brazil",
• month = "13 " # aug,
• keywords = "genetic algorithms, genetic programming, Rede de sensor sem fio, Middlewares, Wireless sensor network",
• URL = "http://repositorio.ufla.br/jspui/handle/1/2707",
• size = "72 pages",
• abstract = "The wireless sensor networks (WSN) programming is a complex task due to the low-level programming languages and the need of a specific application for each sensor. Furthermore, wireless sensors have many hardware limitations such as low processing power, small memory and energetic limitations. Hence, the automatic programming of WSNs is desirable since it can automatically address these difficulties, besides saving costs by eliminating the need to allocate a developer to program the WSN. The automatic code generation for WSNs using genetic programming has been poorly studied in the literature so far. The genetic programming has proved to be promising in code generation for many application areas. This study proposes the development and application of evolutionary algorithms to generate source codes that solve WSNs problems. The developed evolutionary algorithms should be able to solve different problems of WSNs correctly (achieve the main goal of the problem) and with satisfactory efficiency (mainly on energy savings). The obtained results show that the proposed framework is able to find optimal solutions for the Event Detection Problem for WSN with grid topology and to find satisfactory solutions for WSN with randomised topology. Thus, this study brings many contributions to the WSN area since the automatic programming of WSNs drastically reduces the human programming effort, besides saving costs on executing this task",
• notes = "in Portuguese",

}

Genetic Programming entries for Renato Resende Ribeiro de Oliveira

Citations