| 融合智能算法和代理模型的天线快速优化平台设计 |
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| 引用本文： | 董 健,晋 凡,钦文雯,李莹娟,王 珊.融合智能算法和代理模型的天线快速优化平台设计[J].国际商务研究,2019,59(4). |
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| 作者姓名： | 董 健 晋 凡 钦文雯 李莹娟 王 珊 |
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| 作者单位： | 中南大学 信息科学与工程学院，长沙 410075,中南大学 软件学院，长沙 410075,中南大学 信息科学与工程学院，长沙 410075,中南大学 信息科学与工程学院，长沙 410075,中南大学 信息科学与工程学院，长沙 410075 |
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| 基金项目： | 湖南省自然科学基金项目(2018JJ2533) |
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| 摘 要： | 电磁仿真软件作为天线设计的主要工具，针对其内置的优化器在优化效率、支持优化类型以及优化结果可用性上的问题，提出建立一种天线快速优化平台的解决方案。该平台采用Ansoft HFSS和Matlab联合仿真，并基于天线优化流程提供友好的图形化操作界面；融合前沿的智能优化算法和代理模型方法,用于处理天线多目标优化问题并生成Pareto最优解集；同时为其他复杂天线执行性能优化提供参考。小型多频段平面单极子天线设计实例表明，该平台能够实现多参数天线结构的快速优化，提高天线设计的效率。
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| 关 键 词： | 天线设计 智能优化 代理模型 优化仿真平台 |
Design of antenna rapid optimization platform based on intelligent algorithm and surrogate model |
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| DONG Jian,JIN Fan,QIN Wenwen,LI Yingjuan and WANG Shan.Design of antenna rapid optimization platform based on intelligent algorithm and surrogate model[J].International Business Research,2019,59(4). |
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| Authors: | DONG Jian JIN Fan QIN Wenwen LI Yingjuan and WANG Shan |
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| Institution: | School of Information Science and Engineering,Central South University,Changsha 410075,China,School of Software,Central South University,Changsha 410075,China,School of Information Science and Engineering,Central South University,Changsha 410075,China,School of Information Science and Engineering,Central South University,Changsha 410075,China and School of Information Science and Engineering,Central South University,Changsha 410075,China |
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| Abstract: | Electromagnetic simulation software is the main tool for antenna designs.For the optimization efficiency,supported optimization types and optimization results usability of its built-in optimizers,a solution for establishing an antenna rapid optimization platform is proposed.This platform adopts Ansoft HFSS and Matlab co-simulation method and provides a friendly graphical interface based on the antenna optimization process.It combines state-of-the-art intelligent optimization algorithms with surrogate model methods for addressing multi-objective antenna optimization problems and generating Pareto optimal solution sets.It also provides a reference for other complex antennas to perform performance optimization.An example of a miniaturized multiband planar monopole antenna shows that the platform can implement the rapid optimization of multi-parameter antenna structures and improve the efficiency of antenna design. |
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| Keywords: | antenna design intelligent optimization surrogate model optimization simulation platform |
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