- author = "Marcos {Lajovic Carneiro} and Leonardo {da Cunha Brito} and Sergio {Granato de Araujo} and Paulo Cesar {Miranda Machado} and Paulo Henrique {Portela de Carvalho}",
- title = "Genetic programming applied to programmable logic controllers programming",
- journal = "IEEE Latin America Transactions (Revista IEEE America Latina)",
- year = "2011",
- month = jun,
- volume = "9",
- number = "3",
- pages = "266--275",
- size = "10 pages",
- abstract = "The PLC Programmable Logic Controller programming is a time consuming task and it needs specific knowledge about the programming language and especially of the PLC, which makes it an expensive work by the need of a high qualified professional. This paper proposes a technique to create programs to PLCs by means of Genetic Programming (GP). As objective function, a group of scenarios were used, which represents the behaviour of the automated ambient and that can be defined in an intuitive way without previous knowledge of the PLC or a programming language. The technique showed to be generic for many problems and efficient in finding fast different solutions. With an after-processing analysis, the results indicated parameters configuration that optimises the genetic search.",
- keywords = "genetic algorithms, genetic programming",
-
DOI = "
10.1109/TLA.2011.5893771",
- ISSN = "1548-0992",
-
notes = "In Portuguese?
Also known as \cite{5893771}",
