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  4. 中国科学院油气资源研究重点实验室
Trust-region versus line search globalization strategies for inexact Newton method and application in full waveform inversion

文献类型：期刊论文

作者He, Qinglong1,4; Wang, Yanfei1,2,3
刊名JOURNAL OF APPLIED GEOPHYSICS
出版日期2022-06-01
卷号201页码:17
ISSN号0926-9851
关键词Full waveform inversion Inverse problems Inexact Newton method Trust-region Line search Adjoint-state method
DOI10.1016/j.jappgeo.2022.104639
英文摘要In this study, we consider the inexact Newton method using the trust-region and line search globalization strategies when solving the large-scale full waveform inversion problem. An elaborate stopping criterion or forcing term is introduced in order to avoid oversolvings of Newton equation. We develop an efficient method to compute (pseudo) Hessian vector products. In addition, a diagonal preconditioner based on the pseudo-Hessian approach is employed to further accelerate the solution of Newton equation. We discuss the specific parameter choices for these present methods. Numerical experiments based on the Marmousi2, BP 2004, and Sigsbee models are conducted to show the numerical performance of proposed inexact Newton methods. Numerical experiments demonstrate that the trust-region can perform better than the line search globalization strategy in the presence of nonlinearity and nonconvexity of the full waveform problem, especially for high contrast velocity models.
WOS关键词PERFECTLY MATCHED LAYER ; PARAMETER-IDENTIFICATION ; FREQUENCY-DOMAIN ; GRADIENT ; ALGORITHMS ; SOLVER
资助项目National Natural Science Foundation of China[11801111] ; National Natural Science Foundation of China[91630202] ; National Key R & D Program of the Ministry of Science and Technology of China with the Project Integration Platform Construction for Joint Inversion and Interpretation of Integrated Geophysics[2018YFC0603500] ; China Postdoctoral Science Foundation[2019M650831] ; Guizhou Science and Technology Plan Project[[2019] 1122] ; Guizhou Science and Technology Platform talents[[2018] 5781]
WOS研究方向Geology ; Mining & Mineral Processing
语种英语
出版者ELSEVIER
WOS记录号WOS:000796593900003
资助机构National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Key R & D Program of the Ministry of Science and Technology of China with the Project Integration Platform Construction for Joint Inversion and Interpretation of Integrated Geophysics ; National Key R & D Program of the Ministry of Science and Technology of China with the Project Integration Platform Construction for Joint Inversion and Interpretation of Integrated Geophysics ; National Key R & D Program of the Ministry of Science and Technology of China with the Project Integration Platform Construction for Joint Inversion and Interpretation of Integrated Geophysics ; National Key R & D Program of the Ministry of Science and Technology of China with the Project Integration Platform Construction for Joint Inversion and Interpretation of Integrated Geophysics ; China Postdoctoral Science Foundation ; China Postdoctoral Science Foundation ; China Postdoctoral Science Foundation ; China Postdoctoral Science Foundation ; Guizhou Science and Technology Plan Project ; Guizhou Science and Technology Plan Project ; Guizhou Science and Technology Plan Project ; Guizhou Science and Technology Plan Project ; Guizhou Science and Technology Platform talents ; Guizhou Science and Technology Platform talents ; Guizhou Science and Technology Platform talents ; Guizhou Science and Technology Platform talents ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Key R & D Program of the Ministry of Science and Technology of China with the Project Integration Platform Construction for Joint Inversion and Interpretation of Integrated Geophysics ; National Key R & D Program of the Ministry of Science and Technology of China with the Project Integration Platform Construction for Joint Inversion and Interpretation of Integrated Geophysics ; National Key R & D Program of the Ministry of Science and Technology of China with the Project Integration Platform Construction for Joint Inversion and Interpretation of Integrated Geophysics ; National Key R & D Program of the Ministry of Science and Technology of China with the Project Integration Platform Construction for Joint Inversion and Interpretation of Integrated Geophysics ; China Postdoctoral Science Foundation ; China Postdoctoral Science Foundation ; China Postdoctoral Science Foundation ; China Postdoctoral Science Foundation ; Guizhou Science and Technology Plan Project ; Guizhou Science and Technology Plan Project ; Guizhou Science and Technology Plan Project ; Guizhou Science and Technology Plan Project ; Guizhou Science and Technology Platform talents ; Guizhou Science and Technology Platform talents ; Guizhou Science and Technology Platform talents ; Guizhou Science and Technology Platform talents ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Key R & D Program of the Ministry of Science and Technology of China with the Project Integration Platform Construction for Joint Inversion and Interpretation of Integrated Geophysics ; National Key R & D Program of the Ministry of Science and Technology of China with the Project Integration Platform Construction for Joint Inversion and Interpretation of Integrated Geophysics ; National Key R & D Program of the Ministry of Science and Technology of China with the Project Integration Platform Construction for Joint Inversion and Interpretation of Integrated Geophysics ; National Key R & D Program of the Ministry of Science and Technology of China with the Project Integration Platform Construction for Joint Inversion and Interpretation of Integrated Geophysics ; China Postdoctoral Science Foundation ; China Postdoctoral Science Foundation ; China Postdoctoral Science Foundation ; China Postdoctoral Science Foundation ; Guizhou Science and Technology Plan Project ; Guizhou Science and Technology Plan Project ; Guizhou Science and Technology Plan Project ; Guizhou Science and Technology Plan Project ; Guizhou Science and Technology Platform talents ; Guizhou Science and Technology Platform talents ; Guizhou Science and Technology Platform talents ; Guizhou Science and Technology Platform talents ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Key R & D Program of the Ministry of Science and Technology of China with the Project Integration Platform Construction for Joint Inversion and Interpretation of Integrated Geophysics ; National Key R & D Program of the Ministry of Science and Technology of China with the Project Integration Platform Construction for Joint Inversion and Interpretation of Integrated Geophysics ; National Key R & D Program of the Ministry of Science and Technology of China with the Project Integration Platform Construction for Joint Inversion and Interpretation of Integrated Geophysics ; National Key R & D Program of the Ministry of Science and Technology of China with the Project Integration Platform Construction for Joint Inversion and Interpretation of Integrated Geophysics ; China Postdoctoral Science Foundation ; China Postdoctoral Science Foundation ; China Postdoctoral Science Foundation ; China Postdoctoral Science Foundation ; Guizhou Science and Technology Plan Project ; Guizhou Science and Technology Plan Project ; Guizhou Science and Technology Plan Project ; Guizhou Science and Technology Plan Project ; Guizhou Science and Technology Platform talents ; Guizhou Science and Technology Platform talents ; Guizhou Science and Technology Platform talents ; Guizhou Science and Technology Platform talents
源URL[http://ir.iggcas.ac.cn/handle/132A11/105952]  
专题地质与地球物理研究所_中国科学院油气资源研究重点实验室
通讯作者Wang, Yanfei
作者单位1.Chinese Acad Sci, Inst Geol & Geophys, Key Lab Petr Resources Res, Beijing 100029, Peoples R China
2.Chinese Acad Sci, Inst Earth Sci, Beijing 100029, Peoples R China
3.Univ Chinese Acad Sci, Beijing 100049, Peoples R China
4.Guizhou Univ, Sch Math & Stat, Guiyang 550025, Peoples R China
推荐引用方式
GB/T 7714		 He, Qinglong,Wang, Yanfei. Trust-region versus line search globalization strategies for inexact Newton method and application in full waveform inversion[J]. JOURNAL OF APPLIED GEOPHYSICS,2022,201:17.
APA He, Qinglong,&Wang, Yanfei.(2022).Trust-region versus line search globalization strategies for inexact Newton method and application in full waveform inversion.JOURNAL OF APPLIED GEOPHYSICS,201,17.
MLA He, Qinglong,et al."Trust-region versus line search globalization strategies for inexact Newton method and application in full waveform inversion".JOURNAL OF APPLIED GEOPHYSICS 201(2022):17.

入库方式： OAI收割

来源：地质与地球物理研究所

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