Distributed adaptive differential evolution algorithm for mathematical functions optimization and development of optical band pass filter

IF 4 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Optical and Quantum Electronics Pub Date : 2024-12-24 DOI:10.1007/s11082-024-07931-1
Arup Kumar Ghosh, Gautam Garai, Subhankar Bhattacharjee
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Abstract

In this paper, we have discussed an innovative method for crafting a one-dimensional photonic crystal (1D PhC) based Optical Band Pass Filter (OBPF) using a Differential Evolution (DE) algorithm. 1D PhC-based OBPF plays a vital role in optical communication systems due to its ability to control light propagation. The proposed technique optimizes the photonic crystal structure to achieve the desired optical bandpass characteristics efficiently. The DE algorithm streamlines the design process and enables fast exploration of the design space. The effectiveness of this approach is validated through simulations and comparisons with the existing well-known methods. The OBPF comprises multiple dielectric layers with varying thicknesses and refractive indices to enable high transmission at specific wavelengths and low transmission elsewhere. The Optimization techniques are employed to adjust the parameters like thickness, refractive index, and number of layers. The DE method, thus, enhances the performance of OBPF. MATLAB implementation showcases significant outcomes with high transmittance (99.9727%), low reflectance (0.0273%), and a narrow Full Width at Half Maximum of 0.5 nm that affirms its efficacy.

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分布式自适应差分进化算法的数学函数优化与光学带通滤波器的研制
在本文中,我们讨论了一种利用差分进化(DE)算法制作一维光子晶体(1D PhC)光带通滤波器(OBPF)的创新方法。基于一维phc的OBPF具有控制光传播的能力,在光通信系统中起着至关重要的作用。该技术优化了光子晶体结构,有效地实现了理想的光带通特性。DE算法简化了设计过程,并能够快速探索设计空间。通过仿真和与现有已知方法的比较,验证了该方法的有效性。OBPF由多个具有不同厚度和折射率的介电层组成,可以在特定波长处实现高传输,在其他地方实现低传输。优化技术用于调整厚度、折射率和层数等参数。因此,DE方法提高了OBPF的性能。MATLAB实现显示了显著的结果,高透射率(99.9727%),低反射率(0.0273%),半最大全宽窄0.5 nm,证实了其功效。
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来源期刊
Optical and Quantum Electronics
Optical and Quantum Electronics 工程技术-工程:电子与电气
CiteScore
4.60
自引率
20.00%
发文量
810
审稿时长
3.8 months
期刊介绍: Optical and Quantum Electronics provides an international forum for the publication of original research papers, tutorial reviews and letters in such fields as optical physics, optical engineering and optoelectronics. Special issues are published on topics of current interest. Optical and Quantum Electronics is published monthly. It is concerned with the technology and physics of optical systems, components and devices, i.e., with topics such as: optical fibres; semiconductor lasers and LEDs; light detection and imaging devices; nanophotonics; photonic integration and optoelectronic integrated circuits; silicon photonics; displays; optical communications from devices to systems; materials for photonics (e.g. semiconductors, glasses, graphene); the physics and simulation of optical devices and systems; nanotechnologies in photonics (including engineered nano-structures such as photonic crystals, sub-wavelength photonic structures, metamaterials, and plasmonics); advanced quantum and optoelectronic applications (e.g. quantum computing, memory and communications, quantum sensing and quantum dots); photonic sensors and bio-sensors; Terahertz phenomena; non-linear optics and ultrafast phenomena; green photonics.
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