Multi-objective dynamic aperture optimization for storage rings

Author:

Li Yongjun1,Yang Lingyun1

Affiliation:

1. Energy Sciences Directorate, NSLS-II Department, Brookhaven National Laboratory, Upton, NY-11973, USA

Abstract

We report an efficient dynamic aperture (DA) optimization approach using multi-objective genetic algorithm (MOGA), which is driven by nonlinear driving terms computation. It was found that having small low order driving terms is a necessary but insufficient condition of having a decent DA. Then direct DA tracking simulation is implemented among the last generation candidates to select the best solutions. The approach was demonstrated successfully in optimizing NSLS-II storage ring DA.

Publisher

World Scientific Pub Co Pte Lt

Subject

Astronomy and Astrophysics,Nuclear and High Energy Physics,Atomic and Molecular Physics, and Optics

Cited by 9 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A novel approach using nonlinear surfaces for dynamic aperture optimization in MBA synchrotron light sources;Scientific Reports;2023-12-27

2. Design and optimization of diffraction-limited storage ring lattices based on many-objective evolutionary algorithms;Nuclear Science and Techniques;2023-10

3. Data-driven chaos indicator for nonlinear dynamics and applications on storage ring lattice design;Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment;2022-02

4. Fast dynamic aperture optimization with forward-reversal integration;Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment;2021-02

5. Multiobjective optimization of the dynamic aperture using surrogate models based on artificial neural networks;Physical Review Accelerators and Beams;2021-01-19

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3