Multi-objective desensitization design method for optical systems based on an improved NSGA-II

The stringent alignment and manufacturing tolerances required for optical elements pose significant challenges in system development, often leading to increased production time and cost. As these errors are often coupled, a desensitization design method that can synthesize multiple errors is essential. In this paper, a multi-error desensitization design method (MDDM) is proposed based on an improved NSGA-II, which introduces a variable adaptive binary coding method and adaptive crossover and mutation probabilities. We demonstrate the effectiveness of the MDDM through its application to two distinct optical systems: a telephoto objective and a catadioptric telescope. The results reveal significant performance improvements over conventional optical design software approaches, with average sensitivity reductions of 28.1% and 19.2% for the respective systems.

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Publication Details

Journal
Applied Optics
Published
2025-06-16
DOI
https://doi.org/10.1364/ao.564725
Primary Topic
Advanced optical system design
Type
article
Field-Weighted Citation Impact
0.00

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article

Multi-objective desensitization design method for optical systems based on an improved NSGA-II

Hongbo Jia, Qinying Liu, Songhang Wu, Yan Wang et al.
2 links
Applied Optics
Advanced optical system design
article

Multi-objective desensitization design method for optical systems based on an improved NSGA-II

Hongbo Jia, Qinying Liu, Songhang Wu, Yan Wang, Sibo Wang, Wenge Wang, Min Li, Yujie Tang
article en

Abstract

The stringent alignment and manufacturing tolerances required for optical elements pose significant challenges in system development, often leading to increased production time and cost. As these errors are often coupled, a desensitization design method that can synthesize multiple errors is essential. In this paper, a multi-error desensitization design method (MDDM) is proposed based on an improved NSGA-II, which introduces a variable adaptive binary coding method and adaptive crossover and mutation probabilities. We demonstrate the effectiveness of the MDDM through its application to two distinct optical systems: a telephoto objective and a catadioptric telescope. The results reveal significant performance improvements over conventional optical design software approaches, with average sensitivity reductions of 28.1% and 19.2% for the respective systems.

Applied OpticsVol. 64(21)
University of Science and Technology of China (CN), Chinese Academy of Sciences (CN), Laboratoire d’Imagerie Biomédicale (FR)
National Natural Science Foundation of China, National Key Research and Development Program of China
Openalex Percentile: Top 87%
Advanced optical system design
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Multi-objective desensitization design method for optical systems based on an improved NSGA-II — Hongbo Jia, Qinying Liu, et al. · Applied Optics (2025) | TGRS Research Map | TGRS