The Resource Inverse Problems : Basics, Theory and Applications in Geophysics, by Mathias Richter, (electronic resource)
Inverse Problems : Basics, Theory and Applications in Geophysics, by Mathias Richter, (electronic resource)
Resource Information
The item Inverse Problems : Basics, Theory and Applications in Geophysics, by Mathias Richter, (electronic resource) represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in European University Institute.This item is available to borrow from 1 library branch.
Resource Information
The item Inverse Problems : Basics, Theory and Applications in Geophysics, by Mathias Richter, (electronic resource) represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in European University Institute.
This item is available to borrow from 1 library branch.
 Summary
 The overall goal of the book is to provide access to the regularized solution of inverse problems relevant in geophysics without requiring more mathematical knowledge than is taught in undergraduate math courses for scientists and engineers. From abstract analysis only the concept of functions as vectors is needed. Function spaces are introduced informally in the course of the text, when needed. Additionally, a more detailed, but still condensed introduction is given in Appendix B. A second goal is to elaborate the single steps to be taken when solving an inverse problem: discretization, regularization and practical solution of the regularized optimization problem. These steps are shown in detail for model problems from the fields of inverse gravimetry and seismic tomography. The intended audience is mathematicians, physicists and engineers having a good working knowledge of linear algebra and analysis at the upper undergraduate level.
 Language
 eng
 Extent
 1 online resource (XII, 240 pages)
 Contents

 1.Characterization of Inverse Problems
 2.Discretization of Inverse Problems
 3.Regularization of Linear Inverse Problems
 4.Regularization of Nonlinear Inverse Problems
 Appendix: A.Results from Linear Algebra
 B.Function Spaces
 C.The Fourier Transform
 D.Proofs of Theorems from Chapter 3
 Isbn
 9783319483849
 Label
 Inverse Problems : Basics, Theory and Applications in Geophysics
 Title
 Inverse Problems
 Title remainder
 Basics, Theory and Applications in Geophysics
 Statement of responsibility
 by Mathias Richter
 Language
 eng
 Summary
 The overall goal of the book is to provide access to the regularized solution of inverse problems relevant in geophysics without requiring more mathematical knowledge than is taught in undergraduate math courses for scientists and engineers. From abstract analysis only the concept of functions as vectors is needed. Function spaces are introduced informally in the course of the text, when needed. Additionally, a more detailed, but still condensed introduction is given in Appendix B. A second goal is to elaborate the single steps to be taken when solving an inverse problem: discretization, regularization and practical solution of the regularized optimization problem. These steps are shown in detail for model problems from the fields of inverse gravimetry and seismic tomography. The intended audience is mathematicians, physicists and engineers having a good working knowledge of linear algebra and analysis at the upper undergraduate level.
 Assigning source
 Provided by publisher
 http://library.link/vocab/creatorName
 Richter, Mathias
 Image bit depth
 0
 Literary form
 non fiction
 Nature of contents
 dictionaries
 Series statement

 Springer eBooks
 Lecture Notes in Geosystems Mathematics and Computing
 http://library.link/vocab/subjectName

 Mathematics
 Geophysics
 Numerical analysis
 Label
 Inverse Problems : Basics, Theory and Applications in Geophysics, by Mathias Richter, (electronic resource)
 Antecedent source
 mixed
 Carrier category
 online resource
 Carrier category code
 cr
 Carrier MARC source
 rdacarrier
 Color
 not applicable
 Content category
 text
 Content type code
 txt
 Content type MARC source
 rdacontent
 Contents
 1.Characterization of Inverse Problems  2.Discretization of Inverse Problems  3.Regularization of Linear Inverse Problems  4.Regularization of Nonlinear Inverse Problems  Appendix: A.Results from Linear Algebra  B.Function Spaces  C.The Fourier Transform  D.Proofs of Theorems from Chapter 3
 Control code
 9783319483849
 Dimensions
 unknown
 Extent
 1 online resource (XII, 240 pages)
 File format
 multiple file formats
 Form of item

 online
 electronic
 Governing access note
 Use of this electronic resource may be governed by a license agreement which restricts use to the European University Institute community. Each user is responsible for limiting use to individual, noncommercial purposes, without systematically downloading, distributing, or retaining substantial portions of information, provided that all copyright and other proprietary notices contained on the materials are retained. The use of software, including scripts, agents, or robots, is generally prohibited and may result in the loss of access to these resources for the entire European University Institute community
 Isbn
 9783319483849
 Level of compression
 uncompressed
 Media category
 computer
 Media MARC source
 rdamedia
 Media type code
 c
 Other control number
 10.1007/9783319483849
 Other physical details
 52 illustrations, 32 illustrations in color.
 Quality assurance targets
 absent
 Reformatting quality
 access
 Specific material designation
 remote
 System control number
 (OCoLC)966427583
 Label
 Inverse Problems : Basics, Theory and Applications in Geophysics, by Mathias Richter, (electronic resource)
 Antecedent source
 mixed
 Carrier category
 online resource
 Carrier category code
 cr
 Carrier MARC source
 rdacarrier
 Color
 not applicable
 Content category
 text
 Content type code
 txt
 Content type MARC source
 rdacontent
 Contents
 1.Characterization of Inverse Problems  2.Discretization of Inverse Problems  3.Regularization of Linear Inverse Problems  4.Regularization of Nonlinear Inverse Problems  Appendix: A.Results from Linear Algebra  B.Function Spaces  C.The Fourier Transform  D.Proofs of Theorems from Chapter 3
 Control code
 9783319483849
 Dimensions
 unknown
 Extent
 1 online resource (XII, 240 pages)
 File format
 multiple file formats
 Form of item

 online
 electronic
 Governing access note
 Use of this electronic resource may be governed by a license agreement which restricts use to the European University Institute community. Each user is responsible for limiting use to individual, noncommercial purposes, without systematically downloading, distributing, or retaining substantial portions of information, provided that all copyright and other proprietary notices contained on the materials are retained. The use of software, including scripts, agents, or robots, is generally prohibited and may result in the loss of access to these resources for the entire European University Institute community
 Isbn
 9783319483849
 Level of compression
 uncompressed
 Media category
 computer
 Media MARC source
 rdamedia
 Media type code
 c
 Other control number
 10.1007/9783319483849
 Other physical details
 52 illustrations, 32 illustrations in color.
 Quality assurance targets
 absent
 Reformatting quality
 access
 Specific material designation
 remote
 System control number
 (OCoLC)966427583
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<div class="citation" vocab="http://schema.org/"><i class="fa faexternallinksquare fafw"></i> Data from <span resource="http://link.library.eui.eu/portal/InverseProblemsBasicsTheoryand/WIRyQ2C4TN4/" typeof="Book http://bibfra.me/vocab/lite/Item"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.library.eui.eu/portal/InverseProblemsBasicsTheoryand/WIRyQ2C4TN4/">Inverse Problems : Basics, Theory and Applications in Geophysics, by Mathias Richter, (electronic resource)</a></span>  <span property="potentialAction" typeOf="OrganizeAction"><span property="agent" typeof="LibrarySystem http://library.link/vocab/LibrarySystem" resource="http://link.library.eui.eu/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="http://link.library.eui.eu/">European University Institute</a></span></span></span></span></div>