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Comparison of Optimization Methods and Line Search Methods in Joint Tomography of First-Arrival and Reflected Waves
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Yuntao ZHANG1, 2, Jishun PAN2, *, Yonghong DUAN1
Journal of Geodesy and Geodynamics | 2025, 45(11) : 1155 - 1162
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Journal of Geodesy and Geodynamics | 2025, 45(11): 1155-1162
Comparison of Optimization Methods and Line Search Methods in Joint Tomography of First-Arrival and Reflected Waves
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Yuntao ZHANG1, 2, Jishun PAN2, *, Yonghong DUAN1
Affiliations
  • 1 Geophysical Exploration Center, CEA, 75 Wenhua Road, Zhengzhou 450002, China
  • 2 College of Geosciences and Engineering, North China University of Water Resources and Electric Power, 136 East-Jinshui Road, Zhengzhou 450046, China
  • ZHANG Yuntao, assistant engineer, majors in seismic tomography, E-mail:

About Author:

ZHANG Yuntao, assistant engineer, majors in seismic tomography, E-mail:

Published: 2025-11-15 doi: 10.14075/j.jgg.2024.10.480
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We use the joint tomography of first-arrival and reflected waves based on the adjoint techniques and conventional optimization methods to compare the combination methods of three commonly used optimization methods (CG, CGDESCENT, L-BFGS) and line search methods (LNS and CWI), and test the six combination algorithms using anomaly body model and chessboard model. The results show that: 1) For high-speed mutation models, CGDESCENT+LNS has slightly higher accuracy than L-BFGS+CWI, but CGDESCENT did not converge in low-speed models, while both L-BFGS+LNS and L-BFGS+CWI perform well. CGDESCENT is more suitable for large-scale models. 2) Under the same conditions, the accuracy of CWI is slightly higher than that of LNS, but CWI is prone to local minimum and is very unstable.

joint tomography  /  optimization algorithm  /  adjoint method  /  line search  /  first-arrival waves
张允涛, 潘纪顺, 段永红. 初至波与反射波联合层析成像中的优化方法与线搜索方法对比. 大地测量与地球动力学, 2025 , 45 (11) : 1155 -1162 . DOI: 10.14075/j.jgg.2024.10.480
Yuntao ZHANG, Jishun PAN, Yonghong DUAN. Comparison of Optimization Methods and Line Search Methods in Joint Tomography of First-Arrival and Reflected Waves[J]. Journal of Geodesy and Geodynamics, 2025 , 45 (11) : 1155 -1162 . DOI: 10.14075/j.jgg.2024.10.480
  • National Natural Science Foundation of China(42374073)
Year 2025 volume 45 Issue 11
30
11
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Article Info
doi: 10.14075/j.jgg.2024.10.480
  • Receive Date:2024-10-21
  • Online Date:2026-10-29
  • Published:2025-11-15
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  • Received:2024-10-21
Funding
National Natural Science Foundation of China(42374073)
Affiliations
    1 Geophysical Exploration Center, CEA, 75 Wenhua Road, Zhengzhou 450002, China
    2 College of Geosciences and Engineering, North China University of Water Resources and Electric Power, 136 East-Jinshui Road, Zhengzhou 450046, China
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表12种不同金属材料的力学参数
科
Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)
属
Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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