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  • Title: ➤  Design And Optimization Of Diffraction-limited Storage Ring Lattices Based On Many-objective Evolutionary Algorithms
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  • Internet Archive ID: ChinaXiv-202308.00195V1

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<div class="hd"> <h1> Design and optimization of diffraction-limited storage ring lattices based on many-objective evolutionary algorithms </h1> <div class="flex" style="border:0px;padding-bottom:0px;"> </div> <div class="bd" style="border-bottom:1px solid #ced6e0;"> <ul style="margin-top:0px;"> <li> <b> 作者： </b> <a href="https://chinaxiv.org/user/search.htm?field=author&amp;value=Yin,%20Hexing" style="color:#3060cc;" rel="nofollow"> Yin, Hexing </a> <sup style="margin-left:0px;"> 1 </sup> <a href="https://chinaxiv.org/user/search.htm?field=author&amp;value=Guan,%20Jiabao" style="color:#3060cc;" rel="nofollow"> Guan, Jiabao </a> <sup style="margin-left:0px;"> 1 </sup> <a href="https://chinaxiv.org/user/search.htm?field=author&amp;value=Tian,%20Shunqiang" style="color:#3060cc;" rel="nofollow"> Tian, Shunqiang </a> <sup style="margin-left:0px;"> 2 </sup> <a href="https://chinaxiv.org/user/search.htm?field=author&amp;value=Wang,%20Jike" style="color:#3060cc;" rel="nofollow"> Wang, Jike </a> <sup style="margin-left:0px;"> 1 </sup> </li> <li> <b> 作者单位： </b> <div style="margin-left:70px;margin-top:-26px;"> <div> 1. <a href="https://chinaxiv.org/user/search.htm?field=affication&amp;value=The%20Institute%20for%20Advanced%20Studies,%20Wuhan%20University,%20Wuhan%20430072,%20China" style="color:#3060cc;" rel="nofollow"> The Institute for Advanced Studies, Wuhan University, Wuhan 430072, China </a> </div> <div> 2. <a href="https://chinaxiv.org/user/search.htm?field=affication&amp;value=Shanghai%20Advanced%20Research%20Institute,%20Chinese%20Academy%20of%20Sciences,%20Shanghai%20201210,%20China" style="color:#3060cc;" rel="nofollow"> Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai 201210, China </a> </div> </div> </li> <li> <b> 通讯作者： </b> <a href="https://chinaxiv.org/user/search.htm?field=author&amp;value=Wang,%20Jike" style="color:#bb3536;" rel="nofollow"> Wang, Jike </a> Email:[email protected] </li> <li> <b> 提交时间： </b> 2023-08-11 </li> </ul> </div> <div class="bd" style="margin-top:15px;"> <p style="color:#333;"> <b> 摘要: </b> Multi-objective evolutionary algorithms (MOEAs) are typically used to optimize two or three objectives in the accelerator field and perform well. However, the performance of these algorithms may severely deteriorate when the optimization objectives for an accelerator [A1]are equal to or greater than four. Recently, many-objective evolutionary algorithms (MaOEAs) that can solve problems with four or more optimization objectives have received extensive attention. In this study, two diffraction-limited storage ring (DLSR) lattices of the ESRF-EBS [A2]type with different energies were designed and optimized using three MaOEAs and a widely used MOEA. The initial population[A3] was found to have a significant impact on the performance of the algorithms and was carefully studied. The performances of the four algorithms were compared, and the results demonstrated that the grid-based evolutionary algorithm (GrEA) had the best performance. MaOEAs were applied in many-objective optimization of DLSR lattices for the first time, and lattices with natural emittances of 116 pm∙rad and 23 pm∙rad were obtained at energies of 2 GeV and 6 GeV, respectively, both with reasonable dynamic aperture and local momentum aperture (LMA). This work provides a valuable reference for future multi-objective optimization of DLSRs. </p> <div class="brdge"> <span class="spankwd"> <a href="https://chinaxiv.org/user/search.htm?field=keywords&amp;value=storage%20ring%20lattices" rel="nofollow"> storage ring lattices </a> </span> <span class="spankwd"> <a href="https://chinaxiv.org/user/search.htm?field=keywords&amp;value=%20many-objective%20evolutionary%20algorithms" rel="nofollow"> many-objective evolutionary algorithms </a> </span> <span class="spankwd"> <a href="https://chinaxiv.org/user/search.htm?field=keywords&amp;value=%20GrEA%20algorithm" rel="nofollow"> GrEA algorithm </a> </span> <span class="spankwd"> <a href="https://chinaxiv.org/user/search.htm?field=keywords&amp;value=%20NSGA" rel="nofollow"> NSGA </a> </span> </div> <ul> <li> <b> 来自： </b> Jia-Bao Guan </li> <li> <b> 分类： </b> <a href="https://chinaxiv.org/user/search.htm?field=domain&amp;value=2" rel="nofollow"> 物理学 </a> &gt;&gt; <a href="https://chinaxiv.org/user/search.htm?field=subject&amp;value=40" rel="nofollow"> 核物理学 </a> </li> <li> <b> 投稿状态： </b> <a rel="nofollow"> 未投稿 </a> </li> <li> <b> 引用： </b> <a href="https://chinaxiv.org/abs/202308.00195" rel="nofollow"> <font color="#0000FF"> ChinaXiv:202308.00195 </font> </a> (或此版本 <a href="https://chinaxiv.org/abs/202308.00195v1" rel="nofollow"> <font color="#0000FF"> ChinaXiv:202308.00195V1 </font> </a> ) <br /> <a style="margin-left:45px;" rel="nofollow"> doi:10.12074/202308.00195 </a> <br /> <a href="https://www.cstr.cn/CSTR:32003.36.ChinaXiv.202308.00195.V1" style="margin-left:45px;" rel="nofollow"> <font color="#0000FF"> CSTR:32003.36.ChinaXiv.202308.00195.V1 </font> </a> </li> <li> <b> 推荐引用方式： </b> <span> Yin, Hexing ,Guan, Jiabao ,Tian, Shunqiang ,Wang, Jike .(2023).Design and optimization of diffraction-limited storage ring lattices based on many-objective evolutionary algorithms.中国科学院科技论文预发布平台.[ChinaXiv:202308.00195] </span> </li> </ul> </div> <div class="ft"> <h4> <span> 版本历史 </span> </h4> <table style="font-size:14px;"> <tr> <td> <b> [V1] </b> </td> <td> 2023-08-11 16:51:06 </td> <td> ChinaXiv:202308.00195V1 </td> <td> <a class="btn" href="https://chinaxiv.org/user/download.htm?id=55576" rel="nofollow"> 下载全文 </a> </td> </tr> </table> </div> </div>

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