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Trust-region versus line search globalization strategies for inexact Newton method and application in full waveform inversion
He, Qinglong1,2; Wang, Yanfei1,3,4
2022-06-01
Source PublicationJOURNAL OF APPLIED GEOPHYSICS
ISSN0926-9851
Volume201Pages:17
AbstractIn 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.
KeywordFull waveform inversion Inverse problems Inexact Newton method Trust-region Line search Adjoint-state method
DOI10.1016/j.jappgeo.2022.104639
Funding OrganizationNational 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
WOS KeywordPERFECTLY MATCHED LAYER ; PARAMETER-IDENTIFICATION ; FREQUENCY-DOMAIN ; GRADIENT ; ALGORITHMS ; SOLVER
Language英语
Funding ProjectNational 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]
Funding OrganizationNational 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
WOS Research AreaGeology ; Mining & Mineral Processing
WOS SubjectGeosciences, Multidisciplinary ; Mining & Mineral Processing
WOS IDWOS:000796593900003
PublisherELSEVIER
Citation statistics
Document Type期刊论文
Identifierhttp://ir.iggcas.ac.cn/handle/132A11/105952
Collection油气资源研究院重点实验室
Corresponding AuthorWang, Yanfei
Affiliation1.Chinese Acad Sci, Inst Geol & Geophys, Key Lab Petr Resources Res, Beijing 100029, Peoples R China
2.Guizhou Univ, Sch Math & Stat, Guiyang 550025, Peoples R China
3.Univ Chinese Acad Sci, Beijing 100049, Peoples R China
4.Chinese Acad Sci, Inst Earth Sci, Beijing 100029, Peoples R China
First Author AffilicationKey Laboratory of Petroleum Resource Research, Chinese Academy of Sciences
Corresponding Author AffilicationKey Laboratory of Petroleum Resource Research, Chinese Academy of Sciences;  Institute of Geology and Geophysics, Chinese Academy of Sciences
Recommended Citation
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.
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