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Scoring-Based Genetic Algorithm for Wavefront Shaping to Optimize Multiple Objectives
We present a scoring-based genetic algorithm (SBGA) for wavefront shaping to optimize multiple objectives at a time. The algorithm is able to find one feasible solution despite having to optimize multiple objectives. We employ the algorithm to generate multiple focus points simultaneously and alloca...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9963249/ https://www.ncbi.nlm.nih.gov/pubmed/36826968 http://dx.doi.org/10.3390/jimaging9020049 |
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author | Wang, Tianhong Rumman, Nazifa Bassène, Pascal N’Gom, Moussa |
author_facet | Wang, Tianhong Rumman, Nazifa Bassène, Pascal N’Gom, Moussa |
author_sort | Wang, Tianhong |
collection | PubMed |
description | We present a scoring-based genetic algorithm (SBGA) for wavefront shaping to optimize multiple objectives at a time. The algorithm is able to find one feasible solution despite having to optimize multiple objectives. We employ the algorithm to generate multiple focus points simultaneously and allocate their intensities as desired. We then introduce a third objective to confine light focusing only to desired targets and prevent irradiation in neighboring regions. Through simulations and experiments, we demonstrate the algorithm’s ease of implementation and flexibility to control the search direction. This algorithm can potentially be applied to improve biomedical imaging, optogenetics, and optical trapping. |
format | Online Article Text |
id | pubmed-9963249 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-99632492023-02-26 Scoring-Based Genetic Algorithm for Wavefront Shaping to Optimize Multiple Objectives Wang, Tianhong Rumman, Nazifa Bassène, Pascal N’Gom, Moussa J Imaging Article We present a scoring-based genetic algorithm (SBGA) for wavefront shaping to optimize multiple objectives at a time. The algorithm is able to find one feasible solution despite having to optimize multiple objectives. We employ the algorithm to generate multiple focus points simultaneously and allocate their intensities as desired. We then introduce a third objective to confine light focusing only to desired targets and prevent irradiation in neighboring regions. Through simulations and experiments, we demonstrate the algorithm’s ease of implementation and flexibility to control the search direction. This algorithm can potentially be applied to improve biomedical imaging, optogenetics, and optical trapping. MDPI 2023-02-18 /pmc/articles/PMC9963249/ /pubmed/36826968 http://dx.doi.org/10.3390/jimaging9020049 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Wang, Tianhong Rumman, Nazifa Bassène, Pascal N’Gom, Moussa Scoring-Based Genetic Algorithm for Wavefront Shaping to Optimize Multiple Objectives |
title | Scoring-Based Genetic Algorithm for Wavefront Shaping to Optimize Multiple Objectives |
title_full | Scoring-Based Genetic Algorithm for Wavefront Shaping to Optimize Multiple Objectives |
title_fullStr | Scoring-Based Genetic Algorithm for Wavefront Shaping to Optimize Multiple Objectives |
title_full_unstemmed | Scoring-Based Genetic Algorithm for Wavefront Shaping to Optimize Multiple Objectives |
title_short | Scoring-Based Genetic Algorithm for Wavefront Shaping to Optimize Multiple Objectives |
title_sort | scoring-based genetic algorithm for wavefront shaping to optimize multiple objectives |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9963249/ https://www.ncbi.nlm.nih.gov/pubmed/36826968 http://dx.doi.org/10.3390/jimaging9020049 |
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