Global optimization methods in geophysical inversion:
Gespeichert in:
| Beteilige Person: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Amsterdam
Elsevier
©1995
|
| Schriftenreihe: | Advances in exploration geophysics
4 |
| Schlagwörter: | |
| Links: | http://www.sciencedirect.com/science/book/9780444817679 |
| Beschreibung: | Includes bibliographical references (p. 269-277) and index One of the major goals of geophysical inversion is to find earth models that explain the geophysical observations. Thus the branch of mathematics known as optimization has found significant use in many geophysical applications. Both local and global optimization methods are used in the estimation of material properties from geophysical data. As the title of the book suggests, the aim of this book is to describe the application of several recently developed global optimization methods to geophysical problems. & bull; The well known linear and gradient based optimization methods have been summarized in order to explain their advantages and limitations & bull; The theory of simulated annealing and genetic algorithms have been described in sufficient detail for the readers to understand the underlying fundamental principles upon which these algorithms are based & bull; The algorithms have been described using simple flow charts (the algorithms are general and can be applied to a wide variety of problems Students, researchers and practitioners will be able to design practical algorithms to solve their specific geophysical inversion problems. The book is virtually self-contained so that there are no prerequisites, except for a fundamental mathematical background that includes a basic understanding of linear algebra and calculus |
| Umfang: | 1 Online-Ressource (xi, 281 pages) |
| ISBN: | 0444817670 9780444817679 9780080532561 008053256X 1281055190 9781281055194 |
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| 500 | |a One of the major goals of geophysical inversion is to find earth models that explain the geophysical observations. Thus the branch of mathematics known as optimization has found significant use in many geophysical applications. Both local and global optimization methods are used in the estimation of material properties from geophysical data. As the title of the book suggests, the aim of this book is to describe the application of several recently developed global optimization methods to geophysical problems. & bull; The well known linear and gradient based optimization methods have been summarized in order to explain their advantages and limitations & bull; The theory of simulated annealing and genetic algorithms have been described in sufficient detail for the readers to understand the underlying fundamental principles upon which these algorithms are based & bull; The algorithms have been described using simple flow charts (the algorithms are general and can be applied to a wide variety of problems Students, researchers and practitioners will be able to design practical algorithms to solve their specific geophysical inversion problems. The book is virtually self-contained so that there are no prerequisites, except for a fundamental mathematical background that includes a basic understanding of linear algebra and calculus | ||
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Datensatz im Suchindex
| _version_ | 1818979941396512768 |
|---|---|
| any_adam_object | |
| author | Sen, Mrinal K. |
| author_facet | Sen, Mrinal K. |
| author_role | aut |
| author_sort | Sen, Mrinal K. |
| author_variant | m k s mk mks |
| building | Verbundindex |
| bvnumber | BV042309143 |
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| dewey-full | 550/.1/13 |
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| dewey-ones | 550 - Earth sciences |
| dewey-raw | 550/.1/13 |
| dewey-search | 550/.1/13 |
| dewey-sort | 3550 11 213 |
| dewey-tens | 550 - Earth sciences |
| discipline | Geologie / Paläontologie |
| format | Electronic eBook |
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| id | DE-604.BV042309143 |
| illustrated | Not Illustrated |
| indexdate | 2024-12-20T17:07:32Z |
| institution | BVB |
| isbn | 0444817670 9780444817679 9780080532561 008053256X 1281055190 9781281055194 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-027746135 |
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| physical | 1 Online-Ressource (xi, 281 pages) |
| psigel | ZDB-33-ESD ZDB-33-EBS FAW_PDA_ESD FLA_PDA_ESD |
| publishDate | 1995 |
| publishDateSearch | 1995 |
| publishDateSort | 1995 |
| publisher | Elsevier |
| record_format | marc |
| series2 | Advances in exploration geophysics |
| spelling | Sen, Mrinal K. Verfasser aut Global optimization methods in geophysical inversion Mrinal Sen and Paul L. Stoffa Amsterdam Elsevier ©1995 1 Online-Ressource (xi, 281 pages) txt rdacontent c rdamedia cr rdacarrier Advances in exploration geophysics 4 Includes bibliographical references (p. 269-277) and index One of the major goals of geophysical inversion is to find earth models that explain the geophysical observations. Thus the branch of mathematics known as optimization has found significant use in many geophysical applications. Both local and global optimization methods are used in the estimation of material properties from geophysical data. As the title of the book suggests, the aim of this book is to describe the application of several recently developed global optimization methods to geophysical problems. & bull; The well known linear and gradient based optimization methods have been summarized in order to explain their advantages and limitations & bull; The theory of simulated annealing and genetic algorithms have been described in sufficient detail for the readers to understand the underlying fundamental principles upon which these algorithms are based & bull; The algorithms have been described using simple flow charts (the algorithms are general and can be applied to a wide variety of problems Students, researchers and practitioners will be able to design practical algorithms to solve their specific geophysical inversion problems. The book is virtually self-contained so that there are no prerequisites, except for a fundamental mathematical background that includes a basic understanding of linear algebra and calculus Geophysics / Mathematical models SCIENCE / Earth Sciences / General bisacsh SCIENCE / Physics / Geophysics bisacsh Geological modeling fast Geophysics / Mathematical models fast Inverse problems (Differential equations) fast Mathematical optimization fast Geowissenschaften Mathematisches Modell Geological modeling Geophysics Mathematical models Inverse problems (Differential equations) Mathematical optimization Inverses Problem (DE-588)4125161-1 gnd rswk-swf Inversion Geologie (DE-588)4393651-9 gnd rswk-swf Inversion Mathematik (DE-588)4162235-2 gnd rswk-swf Datenanalyse (DE-588)4123037-1 gnd rswk-swf Inversionsalgorithmus (DE-588)4162237-6 gnd rswk-swf Geophysik (DE-588)4020252-5 gnd rswk-swf Optimierung (DE-588)4043664-0 gnd rswk-swf Datenauswertung (DE-588)4131193-0 gnd rswk-swf Daten (DE-588)4135391-2 gnd rswk-swf Inverse Methode (DE-588)4162226-1 gnd rswk-swf Geophysik (DE-588)4020252-5 s Daten (DE-588)4135391-2 s Inversion Mathematik (DE-588)4162235-2 s Datenauswertung (DE-588)4131193-0 s Inverse Methode (DE-588)4162226-1 s Inverses Problem (DE-588)4125161-1 s 1\p DE-604 Datenanalyse (DE-588)4123037-1 s Inversion Geologie (DE-588)4393651-9 s Inversionsalgorithmus (DE-588)4162237-6 s Optimierung (DE-588)4043664-0 s 2\p DE-604 Stoffa, Paul L. Sonstige oth http://www.sciencedirect.com/science/book/9780444817679 Verlag Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Sen, Mrinal K. Global optimization methods in geophysical inversion Geophysics / Mathematical models SCIENCE / Earth Sciences / General bisacsh SCIENCE / Physics / Geophysics bisacsh Geological modeling fast Geophysics / Mathematical models fast Inverse problems (Differential equations) fast Mathematical optimization fast Geowissenschaften Mathematisches Modell Geological modeling Geophysics Mathematical models Inverse problems (Differential equations) Mathematical optimization Inverses Problem (DE-588)4125161-1 gnd Inversion Geologie (DE-588)4393651-9 gnd Inversion Mathematik (DE-588)4162235-2 gnd Datenanalyse (DE-588)4123037-1 gnd Inversionsalgorithmus (DE-588)4162237-6 gnd Geophysik (DE-588)4020252-5 gnd Optimierung (DE-588)4043664-0 gnd Datenauswertung (DE-588)4131193-0 gnd Daten (DE-588)4135391-2 gnd Inverse Methode (DE-588)4162226-1 gnd |
| subject_GND | (DE-588)4125161-1 (DE-588)4393651-9 (DE-588)4162235-2 (DE-588)4123037-1 (DE-588)4162237-6 (DE-588)4020252-5 (DE-588)4043664-0 (DE-588)4131193-0 (DE-588)4135391-2 (DE-588)4162226-1 |
| title | Global optimization methods in geophysical inversion |
| title_auth | Global optimization methods in geophysical inversion |
| title_exact_search | Global optimization methods in geophysical inversion |
| title_full | Global optimization methods in geophysical inversion Mrinal Sen and Paul L. Stoffa |
| title_fullStr | Global optimization methods in geophysical inversion Mrinal Sen and Paul L. Stoffa |
| title_full_unstemmed | Global optimization methods in geophysical inversion Mrinal Sen and Paul L. Stoffa |
| title_short | Global optimization methods in geophysical inversion |
| title_sort | global optimization methods in geophysical inversion |
| topic | Geophysics / Mathematical models SCIENCE / Earth Sciences / General bisacsh SCIENCE / Physics / Geophysics bisacsh Geological modeling fast Geophysics / Mathematical models fast Inverse problems (Differential equations) fast Mathematical optimization fast Geowissenschaften Mathematisches Modell Geological modeling Geophysics Mathematical models Inverse problems (Differential equations) Mathematical optimization Inverses Problem (DE-588)4125161-1 gnd Inversion Geologie (DE-588)4393651-9 gnd Inversion Mathematik (DE-588)4162235-2 gnd Datenanalyse (DE-588)4123037-1 gnd Inversionsalgorithmus (DE-588)4162237-6 gnd Geophysik (DE-588)4020252-5 gnd Optimierung (DE-588)4043664-0 gnd Datenauswertung (DE-588)4131193-0 gnd Daten (DE-588)4135391-2 gnd Inverse Methode (DE-588)4162226-1 gnd |
| topic_facet | Geophysics / Mathematical models SCIENCE / Earth Sciences / General SCIENCE / Physics / Geophysics Geological modeling Inverse problems (Differential equations) Mathematical optimization Geowissenschaften Mathematisches Modell Geophysics Mathematical models Inverses Problem Inversion Geologie Inversion Mathematik Datenanalyse Inversionsalgorithmus Geophysik Optimierung Datenauswertung Daten Inverse Methode |
| url | http://www.sciencedirect.com/science/book/9780444817679 |
| work_keys_str_mv | AT senmrinalk globaloptimizationmethodsingeophysicalinversion AT stoffapaull globaloptimizationmethodsingeophysicalinversion |