Automatic Code Generation for Microcontroller-Based System Using Multi-objective Linear Genetic Programming

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

@InProceedings{Serruto:2018:CSCI,

• author = "Wildor {Ferrel Serruto} and Luis {Alfaro Casas}",
• booktitle = "2017 International Conference on Computational Science and Computational Intelligence (CSCI)",
• title = "Automatic Code Generation for Microcontroller-Based System Using Multi-objective Linear Genetic Programming",
• year = "2017",
• pages = "279--285",
• abstract = "Micro-controller-based systems often include peripheral devices such as matrix keyboard and character LCD module among others. We propose the application of the multi-objective linear genetic programming, for automatic generation of the assembly driver routines for these devices, to perform the operations: matrix keyboard scan, LCD module initialization and character display on LCD. For fitness evaluation, we assign a function to be maximized to each bit of the binary result or to the timing diagram of each used microcontroller Port pins. This decomposition of the problem used in a multi-objective evolutionary algorithm allows generating programs, in some cases, with smaller code size or shorter execution time than programs written by a human programmer.",
• keywords = "genetic algorithms, genetic programming",
• DOI = "doi:10.1109/CSCI.2017.47",
• month = dec,
• notes = "Also known as \cite{8560802}",

}

Genetic Programming entries for Wildor Ferrel Serruto Luis Alberto Alfaro Casas

Citations