Genetic programming applied to programmable logic controllers programming
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 PL...
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| Vydáno v: | Revista IEEE América Latina Ročník 9; číslo 3; s. 270 - 279 |
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| Hlavní autoři: | , , , , |
| Médium: | Journal Article |
| Jazyk: | angličtina portugalština |
| Vydáno: |
Los Alamitos
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
01.06.2011
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| Témata: | |
| ISSN: | 1548-0992, 1548-0992 |
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| 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 behavior 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 optimizes the genetic search. |
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| AbstractList | 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 behavior 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 optimizes the genetic search. |
| Author | Miranda Machado, Paulo Cesar Granato Araujo, Sergio Portela Carvalho, Paulo Henrique Cunha Brito, Leonardo Lajovic Carneiro, Marcos |
| Author_xml | – sequence: 1 givenname: Marcos surname: Lajovic Carneiro fullname: Lajovic Carneiro, Marcos – sequence: 2 givenname: Leonardo surname: Cunha Brito fullname: Cunha Brito, Leonardo – sequence: 3 givenname: Sergio surname: Granato Araujo fullname: Granato Araujo, Sergio – sequence: 4 givenname: Paulo Cesar surname: Miranda Machado fullname: Miranda Machado, Paulo Cesar – sequence: 5 givenname: Paulo Henrique surname: Portela Carvalho fullname: Portela Carvalho, Paulo Henrique |
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| Copyright | Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) Jun 2011 |
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| SubjectTerms | Controllers Genetics Product life cycle Programmable logic controllers Programmable logic devices Programming Programming languages Tasks |
| Title | Genetic programming applied to programmable logic controllers programming |
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