Introduction to scientific computing and data analysis:
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
[Cham]
Springer
[2016]
|
| Series: | Texts in computational science and engineering
13 |
| Subjects: | |
| Online Access: | BTU01 FHR01 FRO01 TUM01 UBM01 UBT01 UBW01 UEI01 UPA01 Volltext Inhaltsverzeichnis Abstract |
| Physical Description: | 1 Online-Ressource (XIV, 497 Seiten, 177 illus., 138 illus. in color) |
| ISBN: | 9783319302560 |
| ISSN: | 1611-0994 |
| DOI: | 10.1007/978-3-319-30256-0 |
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Record in the Search Index
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| adam_text | INTRODUCTION TO SCIENTIFIC COMPUTING AND DATA ANALYSIS
/ HOLMES, MARK H.
: 2016
TABLE OF CONTENTS / INHALTSVERZEICHNIS
INTRODUCTION TO SCIENTIFIC COMPUTING
SOLVING A NONLINEAR EQUATION
MATRIX EQUATIONS
EIGENVALUE PROBLEMS
INTERPOLATION
NUMERICAL INTEGRATION
INITIAL VALUE PROBLEMS
OPTIMIZATION
DATA ANALYSIS
APPENDICES
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
INTRODUCTION TO SCIENTIFIC COMPUTING AND DATA ANALYSIS
/ HOLMES, MARK H.
: 2016
ABSTRACT / INHALTSTEXT
THIS TEXTBOOK PROVIDES AND INTRODUCTION TO NUMERICAL COMPUTING AND ITS
APPLICATIONS IN SCIENCE AND ENGINEERING. THE TOPICS COVERED INCLUDE
THOSE USUALLY FOUND IN AN INTRODUCTORY COURSE, AS WELL AS THOSE THAT
ARISE IN DATA ANALYSIS. THIS INCLUDES OPTIMIZATION AND REGRESSION BASED
METHODS USING A SINGULAR VALUE DECOMPOSITION. THE EMPHASIS IS ON PROBLEM
SOLVING, AND THERE ARE NUMEROUS EXERCISES THROUGHOUT THE TEXT CONCERNING
APPLICATIONS IN ENGINEERING AND SCIENCE. THE ESSENTIAL ROLE OF THE
MATHEMATICAL THEORY UNDERLYING THE METHODS IS ALSO CONSIDERED, BOTH FOR
UNDERSTANDING HOW THE METHOD WORKS, AS WELL AS HOW THE ERROR IN THE
COMPUTATION DEPENDS ON THE METHOD BEING USED. THE MATLAB CODES USED TO
PRODUCE MOST OF THE FIGURES AND DATA TABLES IN THE TEXT ARE AVAILABLE ON
THE AUTHOR’S WEBSITE AND SPRINGERLINK
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
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| dewey-full | 004 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 004 - Computer science |
| dewey-raw | 004 |
| dewey-search | 004 |
| dewey-sort | 14 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik Mathematik |
| doi_str_mv | 10.1007/978-3-319-30256-0 |
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| indexdate | 2024-07-10T07:29:22Z |
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| isbn | 9783319302560 |
| issn | 1611-0994 |
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| spelling | Holmes, Mark H. Verfasser aut Introduction to scientific computing and data analysis Mark H. Holmes [Cham] Springer [2016] © 2016 1 Online-Ressource (XIV, 497 Seiten, 177 illus., 138 illus. in color) txt rdacontent c rdamedia cr rdacarrier Texts in computational science and engineering 13 1611-0994 Mathematics Partial differential equations Computer mathematics Mathematical optimization Computational Science and Engineering Optimization Partial Differential Equations Mathematik Numerisches Verfahren (DE-588)4128130-5 gnd rswk-swf Numerisches Verfahren (DE-588)4128130-5 s 1\p DE-604 Erscheint auch als Druckausgabe 978-3-319-30254-6 https://doi.org/10.1007/978-3-319-30256-0 Verlag URL des Erstveröffentlichers Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028994204&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028994204&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Holmes, Mark H. Introduction to scientific computing and data analysis Mathematics Partial differential equations Computer mathematics Mathematical optimization Computational Science and Engineering Optimization Partial Differential Equations Mathematik Numerisches Verfahren (DE-588)4128130-5 gnd |
| subject_GND | (DE-588)4128130-5 |
| title | Introduction to scientific computing and data analysis |
| title_auth | Introduction to scientific computing and data analysis |
| title_exact_search | Introduction to scientific computing and data analysis |
| title_full | Introduction to scientific computing and data analysis Mark H. Holmes |
| title_fullStr | Introduction to scientific computing and data analysis Mark H. Holmes |
| title_full_unstemmed | Introduction to scientific computing and data analysis Mark H. Holmes |
| title_short | Introduction to scientific computing and data analysis |
| title_sort | introduction to scientific computing and data analysis |
| topic | Mathematics Partial differential equations Computer mathematics Mathematical optimization Computational Science and Engineering Optimization Partial Differential Equations Mathematik Numerisches Verfahren (DE-588)4128130-5 gnd |
| topic_facet | Mathematics Partial differential equations Computer mathematics Mathematical optimization Computational Science and Engineering Optimization Partial Differential Equations Mathematik Numerisches Verfahren |
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