Bio-inspired optimization algorithms for optical parameter extraction of dielectric materials: A comparative study

doi:10.1088/1674-1056/25/10/105101

Abstract Particle swarm optimization (PSO) and invasive weed optimization (IWO) algorithms are used for extracting the modeling parameters of materials useful for optics and photonics research community. These two bio-inspired algorithms are used here for the first time in this particular field to the best of our knowledge. The algorithms are used for modeling graphene oxide and the performances of the two are compared. Two objective functions are used for different boundary values. Root mean square (RMS) deviation is determined and compared.

Keywords: optical parameter extraction particle swarm optimization invasive weed optimization graphene oxide optimization

Received: 27 April 2016
Revised: 02 June 2016
Accepted manuscript online:

PACS:	51.70.+f	(Optical and dielectric properties)
	87.55.de	(Optimization)
	02.60.Pn	(Numerical optimization)

Corresponding Authors: Md Ghulam Saber
E-mail: gsaber@iut-dhaka.edu

Cite this article:

Md Ghulam Saber, Kh Arif Shahriar, Ashik Ahmed, Rakibul Hasan Sagor Bio-inspired optimization algorithms for optical parameter extraction of dielectric materials: A comparative study 2016 Chin. Phys. B 25 105101

[1]	Yee K S 1966 IEEE Trans. Anten. Propag. 14 302
[2]	Rakić A D, Djurišić A B, Elazar J M and Majewski M L 1998 Appl. Opt. 37 5271
[3]	Pernice W H, Payne F P and Gallagher D F 2007 IEEE Trans. Anten. Propag. 55 916
[4]	Kelley D F, Destan T J and Luebbers R J 2007 IEEE Trans. Anten. Propag. 55 1999
[5]	Saber M G, Sagor R H and Ahmed A 2016 Silicon 8 245
[6]	Sagor R H, Shahriar K A, Saber M G, Joy M M A and Sohel I H 2016 Silicon 8 251
[7]	Saber M G and Sagor R H 2014 Electron. Mater. Lett. 10 267
[8]	Saber M G and Sagor R H 2013 Optoelectron. Lett. 9 454
[9]	Saber M G, Sagor R H, Al Noor A and Al-Amin M T 2013 13th IEEE Conference on Nanotechnology, August 5-8, 2013, Beijing, China, p. 262
[10]	Clegg J and Robinson M 2012 Phys. Med. Biology 57 6227
[11]	Abraham A and Das S 2010 Computational intelligence in power engineering (Heidelberg: Springer-Verlag), p. 235
[12]	Angeline P J 1998 Proceedings of 7th International Conference on Evolutionary Programming, March 25-27, San Diego, California, USA, p. 601
[13]	Vesterstrom J and Thomsen R 2004 IEEE Congress on Evolutionary Computation, 2004. June 19-23, 2004, Portland, Oregon, USA, p. 1980
[14]	Kunz K S and Luebbers R J 1993 The finite difference time domain method for electromagnetics (Florida: CRC Press), p. 124
[15]	Kenndy J and Eberhart R 1995 “Particle swarm optimization”, Proceedings of IEEE International Conference on Neural Networks, November 27-December 1, 1995, Perth, Australia, p. 1942
[16]	Eberhart R C and Kennedy J 1995 Proceedings of the sixth international symposium on micromachine and human science, October 4-6, 1995, Nagoya, Japan, p. 39
[17]	Mehrabian A R and Lucas C 2006 Ecological Informatics 1 355
[18]	Jung I, Vaupel M, Pelton M, Piner R, Dikin D A, Stankovich S, An J and Ruoff R S 2008 J. Phys. Chem. C 112 8499

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Bio-inspired optimization algorithms for optical parameter extraction of dielectric materials: A comparative study

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