FBG optimization using spline encoded evolution strategy
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...
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Sociedade Brasileira de Microondas e Optoeletrônica; Sociedade Brasileira de Eletromagnetismo
|
| Series: | Journal of Microwaves, Optoelectronics and Electromagnetic Applications |
| Subjects: | |
| Online Access: | http://www.scielo.br/scielo.php?script=sci_arttext&pid=S2179-10742011000100017&lng=en&tlng=en |
| _version_ | 1811276144475897856 |
|---|---|
| author | M. J. de Sousa J. C. W. A. Costa R. M. de Souza R. V. M. P. Pantoja |
| author_facet | M. J. de Sousa J. C. W. A. Costa R. M. de Souza R. V. M. P. Pantoja |
| author_sort | M. J. de Sousa |
| collection | DOAJ |
| description | 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. |
| first_indexed | 2024-04-12T23:51:14Z |
| format | Article |
| id | doaj.art-3fcb4daeef6046e489fdfd5a7a5a13fb |
| institution | Directory Open Access Journal |
| issn | 2179-1074 |
| language | English |
| last_indexed | 2024-04-12T23:51:14Z |
| publisher | Sociedade Brasileira de Microondas e Optoeletrônica; Sociedade Brasileira de Eletromagnetismo |
| record_format | Article |
| series | Journal of Microwaves, Optoelectronics and Electromagnetic Applications |
| spelling | doaj.art-3fcb4daeef6046e489fdfd5a7a5a13fb2022-12-22T03:11:42ZengSociedade Brasileira de Microondas e Optoeletrônica; Sociedade Brasileira de EletromagnetismoJournal of Microwaves, Optoelectronics and Electromagnetic Applications2179-107410116517810.1590/S2179-10742011000100017S2179-10742011000100017FBG optimization using spline encoded evolution strategyM. J. de Sousa0J. C. W. A. Costa1R. M. de Souza2R. V. M. P. Pantoja3Universidade Federal do ParáUniversidade Federal do ParáUniversidade Federal do ParáUniversidade Federal do ParáThis 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.http://www.scielo.br/scielo.php?script=sci_arttext&pid=S2179-10742011000100017&lng=en&tlng=enFBGEvolution Strategiessplinechromosomeencoding |
| spellingShingle | M. J. de Sousa J. C. W. A. Costa R. M. de Souza R. V. M. P. Pantoja FBG optimization using spline encoded evolution strategy Journal of Microwaves, Optoelectronics and Electromagnetic Applications FBG Evolution Strategies spline chromosome encoding |
| title | FBG optimization using spline encoded evolution strategy |
| title_full | FBG optimization using spline encoded evolution strategy |
| title_fullStr | FBG optimization using spline encoded evolution strategy |
| title_full_unstemmed | FBG optimization using spline encoded evolution strategy |
| title_short | FBG optimization using spline encoded evolution strategy |
| title_sort | fbg optimization using spline encoded evolution strategy |
| topic | FBG Evolution Strategies spline chromosome encoding |
| url | http://www.scielo.br/scielo.php?script=sci_arttext&pid=S2179-10742011000100017&lng=en&tlng=en |
| work_keys_str_mv | AT mjdesousa fbgoptimizationusingsplineencodedevolutionstrategy AT jcwacosta fbgoptimizationusingsplineencodedevolutionstrategy AT rmdesouza fbgoptimizationusingsplineencodedevolutionstrategy AT rvmppantoja fbgoptimizationusingsplineencodedevolutionstrategy |