FBG optimization using spline encoded evolution strategy

• Main Authors: M. J. de Sousa, J. C. W. A. Costa, R. M. de Souza, R. V. M. P. Pantoja
• Format: Article
• Language: English
• Published: Sociedade Brasileira de Microondas e Optoeletrônica; Sociedade Brasileira de Eletromagnetismo
• Series: Journal of Microwaves, Optoelectronics and Electromagnetic Applications
• Subjects: FBG; Evolution Strategies; spline; chromosome; encoding
• Online Access: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S2179-10742011000100017&lng=en&tlng=en

This paper presents an encoding scheme adapted for Fiber Bragg Grating (FBG) optimization using metaheuristics. The proposed encoding scheme uses spline approximations in order to build softened refractive index profiles from few encoded parameters. This approach is suitable for Fiber Bragg Grating (FBG) synthesis because it ensures both the reduction of the problem dimensionality and the respect of important restrictions associated to the FBG manufacture. Simulations are shown where an ES using the spline encoding was able to converge faster and produce more interesting filters, when compared with conventional encoding schemes.