Design of GMR-Based Wideband Optical Reflector Using Memetic Algorithm with Fuzzy Logic Local Search

Document Type : Researsh Articles

Authors

• Mohammad Ali Bahar
• Mehrdad Shokooh-Saremi

Ferdowsi University of Mashhad

10.22067/ess.v2i2.32691

Abstract

Wideband, GMR-based reflector is designed employing a novel variant of memetic algorithm with fuzzy logic local search. High quality, single periodic layer reflector with SOI structure is designed with reflectance >99.50% over 1.35 μm to 1.9 μm spectral band. The proposed optimization/design method is very powerful and able to optimize complex structures with desired optical responses.

Keywords

• Guided mode resonance
• memetic algorithm
• Fuzzy logic
• periodic structures
• optical reflectors

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Article Title [Persian]

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Abstract [Persian]

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Keywords [Persian]

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References

[1] S. Tibuleac and R. Magnusson, “Reflection and transmission guided-mode resonance filters,” J. Opt. Soc. Am. A, vol. 14, no. 7, pp. 1617-1626, 1997.

[2] D. Shin , S. Tibuleac, T. A. Maldonado and R. Magnusson, “Thin-film optical filters with diffractive elements and waveguides,” Opt. Eng., vol. 37, no. 9, pp. 2634–2646, 1998.

[3] S. S. Wang, R. Magnusson, J. S. Bagby and M. G. Moharam, “Guided-mode resonances in planar dielectric-layer diffraction gratings,” J. Opt. Soc. Am. A, vol. 7, no. 8, pp.1470-1474, 1990.

[4] A. Reimann, Evolutionary Algorithms and Optimization. Ph.D. Dissertation, Dept. Mathematics, Humboldt University, Berlin, Germany, 2001.

[5] J. Brownlee, Clever Algorithms: Nature-Inspired Programming Recipes, Lulu, 2011. [Online]. Available: http://www.cleveralgorithms.com.

[6] M. Shokooh-Saremi and R. Magnusson, “Particle swarm optimization and its application to the design of diffraction grating filters,” Opt. Lett., vol. 32 , no. 8 , pp. 894-896, 2007.

[7] R. Dawkins, The Selfish Gene. Oxford Univ. Press, 1989.

[8] P. Merz and B. Freisleben, “A Comparison of memetic algorithms, tabu search, and ant colonies for the quadratic assignment problem,” Proc. Congress on Evolutionary Computation, IEEE, 1999.

[9] P. Moscato, “On evolution, search, optimization, genetic algorithms and martial arts: Towards memetic algorithms,” Technical Report, California Institute of Technology, 1989.

[10] P. Moscato, A. Mendez and R. Berretta, “Benchmarking a memetic algorithm for microarray data,” Biosystems, vol. 88, pp. 56-75, 2007.

[11] R. L. Haupt and S. E. Haupt, Practical Genetic Algorithms. New York: John Wiley, 2004.

[12] L. A. Zadeh , “Fuzzy sets” Information and Control, vol. 8, pp. 338-353, 1965.

[13] L. A. Zadeh, “Fuzzy logic,” Computer, vol. 21, pp. 83-93, 1988.

[14] M. Sugeno , “Fuzzy measures and fuzzy integral: a survey,” in Fuzzy Automata and Decision Processes, M. M. Gupta, G. N. Saridis, and B. R. Gains, editors, Amsterdam: North Holland, 1977, pp. 89-102.

[15] S. T. Peng, T. Tamir and H. L. Bertoni, “Theory of periodic dielectric waveguides,” IEEE Trans. Microwave Theory and Techniques, vol. 23 , no.1, pp. 123-133, 1975.

[16] T. Tamir and S. Zhang, “Modal transmission line theory of multilayered grating structures,” J. Lightwave Technol., vol. 14, no. 5, pp. 914-927, 1996.

[17] S. V. Savov and M. H. A. J. Herben, “Modal transmission line modeling of propagation of plane radio waves through multilayer periodic building structures,” IEEE Trans. Antennas and Propagat., vol. 51, no. 9, pp. 2244-2251, 2003.

[18] R. Magnusson and M. Shokooh-Saremi “Physical basis for wideband resonant reflectors,” Optics Express, vol. 16, no. 5, pp. 3456-3462, 2008