Modeling the optical constants of solids using genetic algorithms with parameter space size adjustment

Aleksandra B. Djurišić; Jovan M. Elazar; Aleksandar D. Rakić

doi:10.1016/S0030-4018(96)00546-9

Modeling the optical constants of solids using genetic algorithms with parameter space size adjustment

Aleksandra B. Djurišić, Jovan M. Elazar, Aleksandar D. Rakić

Research output: Contribution to journal › Article › peer-review

20 Scopus citations

Abstract

In this paper we propose parameter space size adjustment in genetic algorithms. The performance of these algorithms is compared with classical genetic algorithms in terms of solution quality, i.e. objective function or fitness final value and accuracy. The algorithms were tested on computer generated synthetic data closely resembling the optical constants of a metal. The algorithm with the best performance was used to determine the parameters of the model for optical constants of aluminum, gold and platinum.

Original language	English
Pages (from-to)	407-414
Number of pages	8
Journal	Optics Communications
Volume	134
Issue number	1-6
DOIs	https://doi.org/10.1016/S0030-4018(96)00546-9
State	Published - 15 Jan 1997
Externally published	Yes

ASJC Scopus subject areas

Electronic, Optical and Magnetic Materials
Atomic and Molecular Physics, and Optics
Physical and Theoretical Chemistry
Electrical and Electronic Engineering

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10.1016/S0030-4018(96)00546-9

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abstract = "In this paper we propose parameter space size adjustment in genetic algorithms. The performance of these algorithms is compared with classical genetic algorithms in terms of solution quality, i.e. objective function or fitness final value and accuracy. The algorithms were tested on computer generated synthetic data closely resembling the optical constants of a metal. The algorithm with the best performance was used to determine the parameters of the model for optical constants of aluminum, gold and platinum.",

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Modeling the optical constants of solids using genetic algorithms with parameter space size adjustment

Abstract

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