Genetic Programming of a Microcontrolled Water Bath Plant

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@InProceedings{MotaDias:2006:KES,

• author = "Douglas {Mota Dias} and Marco Aurelio C. Pacheco and Jose Franco M. Amaral",
• title = "Genetic Programming of a Microcontrolled Water Bath Plant",
• booktitle = "Knowledge-Based Intelligent Information and Engineering Systems, 10th International Conference, KES 2006, Proceedings, Part III",
• year = "2006",
• editor = "Bogdan Gabrys and Robert J. Howlett and Lakhmi C. Jain",
• volume = "4253",
• series = "Lecture Notes in Computer Science",
• pages = "307--314",
• address = "Bournemouth, UK",
• publisher_address = "Berlin / Heidelberg",
• month = oct # " 9-11",
• publisher = "Springer",
• keywords = "genetic algorithms, genetic programming",
• ISSN = "0302-9743",
• ISBN = "3-540-46542-1",
• DOI = "doi:10.1007/11893011_40",
• abstract = "Typically, control system design leads to a higher-order non-linear function of the systems state variables. As a result, it is very hard to find a satisfactory mathematical solution. On the other hand, considering a microcontroller based implementation, another difficulty is to program it to carry out the desired control algorithm. This paper presents the application of linear genetic programming in the automatic synthesis of a microcontroller assembly program, which performs an optimised control of a water bath plant. The synthesis starts from the plant's mathematical modelling and supplies directly a assembly code for the microcontroller platform. When comparing the control performance of the synthesised program with that of a neuro-fuzzy based controller, the synthesized program proved to perform slightingly better.",
• notes = "ISBN 978-3-540-46542-3",

}

Genetic Programming entries for Douglas Mota Dias Marco Aurelio Cavalcanti Pacheco Jose F M Amaral

Citations