The Use of Genetic Algorithms in UV Disinfection of Drinking Water
DOI:
https://doi.org/10.9781/ijimai.2015.335Keywords:
Genetic Algorithms, Water Disinfection, UVAbstract
In order to have drinking water, some countries have to use chlorine. It is use cause is effective and it’s cheap. An alternative to this process is the UV disinfection of drinking water. Most of the devices in the market use UV bulbs or mercury lamps. The UV LED, which is cheaper and smaller, allows creating new smaller devices. The main contribution of this paper is the use of Genetic Algorithms to help design a drinking water device with UV LEDs.Downloads
References
[1] W. Kowalski. "Aerobiological Engineering Handbook. Airborne Disease and Control Technologies". McGraw-Hill, New York, ISBN 978-0-07-158882-9, (2006).
[2] J.H. Holland. “Adaptation in natural artificial systems”. The MIT Press/Bradford Books, Massachusetts/ London, ISBN 9780-262-08213-6 (1992), pp ix.
[3] D.E. Goldberg. “Genetic Algorithms in Search, Optimization and Machine Learning”. Addison-Wesley Publishing Company, Inc., Massachusetts, United States of America, reprinted with corrections, ISBN 0-201-15767-5 (1989).
[4] R. Poli, W. B. Langdon, N. F. McPhee, “A field guide to Genetic Programming” (with contributions by John R. Koza), ISBN 978-1-4092-0073-4 (2008). Pp 119-120.
[5] M. Mitchell. “An introduction to genetic algorithms”. The MIT Press/Bradford Books, Massachusetts/ London, ISBN 0-262-13316-4 (1998).
[6] L. Davis (ed). "Handbook of genetic algorithms". Van Nostrand Reinhold, New York. ISBN 0-442-00173-8. (1991).
[7] A. A. Ezzat, H. A. Farouk, K. S. El-Kilany, A. F. Abdelmoneim. "Development of a Stochastic Genetic Algorithm for Traffic Signal Timings Optimization". Proceedings of the 2014 Industrial and Systems Engineering Research Conference, Y. Guan and H. Liao, eds. Montreal, Canada (2014).
[8] J. Villalba Montero. "Modelo de optimización por simulación para la gestión del transporte en muelles de la terminal de contenedores del puerto de Algeciras". Escuela Técnica Superior de Ingenieros de Sevilla, Universidad de Sevilla, Ingeniería Industrial, Proyecto de fin de carrera (2012) http://bibing.us.es/proyectos/abreproy/5073
[9] C. K. Chong, M. S. Mohamad, S. Deris, M. S. Shamsir, Y. W. Choon, L. E. Chai. "Improved Differential Evolution Algorithm for Parameter Estimation to Improve the Production of Biochemical Pathway". International Journal of Interactive Multimedia and Artificial Intelligence. Special Issue on Distributed Computing and Artificial Intelligence. (2012) http://www.ijimai.org/journal/node/223
[10] S. Noferesti, M. Shamsfard. "A Hybrid Algorithm for Recognizing the Position of Ezafe Constructions in Persian Texts". International Journal of Artificial Intelligence and Interactive Multimedia, Vol. 2, Nº 6 (2014) http://www.ijimai.org/journal/node/608
[11] A. Arranz, M. Alvar. "GPGPU Implementation of a Genetic Algorithm for Stereo Refinement". International Journal of Artificial Intelligence and Interactive Multimedia, Vol. 3, Nº 2. (2015). http://www.ijimai.org/journal/node/739
[12] R. L. Haupt. "Thinned Arrays Using Genetic Algorithms". IEEE Transactions on Antennas and Propagation, vol 42, No 7, July 1994. (1994), pp 993.
[13] W. Kowalski. "Ultraviolet Germicidal Irradiation Handbook. UVGI for Air and Surface Disinfection", Kindle Edition, Springer Berlin Heidelberg; 1 edition (2010)
[14] L. Demers, R. C. Renner. "Alternative disinfection technologies for small drinking water systems". American Water Works Association. USA. ISBN 0-89867-635-5 (1992) pp 85–100.
[15] J. O. Santos Carrillo. "Sistema de control electrónico de PH y esterilización, de agua". Instituto Politécnico Nacional. Tesis de grado. México. (2009), pp. 15.
[16] F. Solsona, J. P. Méndez. "Desinfección del agua", Centro Panamericano de Ingeniería Sanitaria y Ciencias del ambiente, Lima, Perú. (2002), pp 94.
[17] E. F. Schubert. "Light-Emitting Diodes". Second edition, Cambridge University Press, Cambridge, Kindle edition. ISBN 9780-521-86538-8 (2006).
[18] D. McCrea. "Using LED's in your own projects, everything you need to know". Kindle Edition. Amazon Digital Services, Inc. (2014).
[19] J. R. Koza, M. A. Keane, M. J. Streeter, W. Mydlowec, J. Yu, G. Lanza. "Genetic Programming IV: Routine Human-Competitive Machine Intelligence". Kluwer Academic Publishers, USA, ISBN 1-4020-7446-8 (2003).
[20] D. S. Linden, E. E. Altshuler, “Evolving wire antennas using genetic algorithms: a review," Evolvable Hardware, 1999. Proceedings of the First NASA/DoD Workshop on, vol., no., pp.225, 232, (1999).
[21] Y. Rahmat-Samii (ed), E. Michielssen (ed). "Electromagnetic Optimization by Genetic Algorithms". Wily-Interscience. Wiley Series in Microware and Optical Engineering, Kai Chang, Series Editor. New York, ISBN 0-471-29545-0 (1999).
[22] G. S. Hornby, A. Globus, D. S. Linden, J. D. Lohn. "Automated Antenna Design with Evolutionary Algorithms". NASA.(2006).
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