Exploring linear algebra: labs and projects with matlab
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| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Boca Raton ; London ; New York
CRC Press, Taylor & Francis Group
[2019]
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| Series: | Mathematics
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| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | ix, 145 Seiten Illustrationen, Diagramme |
| ISBN: | 1138063517 9781138063495 9781138063518 |
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Record in the Search Index
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| adam_text | Contents Preface vii Acknowledgments 1 Matrix Operations Lab 0: An Introduction to MATLAB® ................................. Lab 1: Matrix Basics and Operations....................................... Lab 2: A Matrix Representation of Linear Systems............... Lab 3: Powers, Inverses, and Special Matrices........................ Lab 4: Graph Theory and Adjacency Matrices........................ Lab 5: Permutations and Determinants.................................... Lab 6: 4 x 4 Determinants and Beyond.................................... Project Set 1.............................................................................. 2 Invertibility Lab 7: Lab 8: Lab 9: Lab 10: Project 3 Singular or Nonsingular? Why Singularity Matters . Mod It Out, Matrices with Entries in Zp.................. It’s a Complex World................................................... Declaring Independence:Is It Linear?.......................... Set 2.............................................................................. Vector Spaces Lab 11: Vector Spaces and Subspaces....................................... Lab 12: Basing It All on Just a Few Vectors........................... Lab 13: Linear Transformations................................................ Lab 14: Eigenvalues and Eigenspaces....................................... Lab 15: Markov Chains: An Application of Eigenvalues .... Project Set 3.............................................................................. 4 Orthogonality Lab 16: Inner Product Spaces................................................... Lab 17: The
Geometry of Vector and Inner Product Spaces . ix 1 1 5 8 11 14 17 22 24 31 31 34 38 40 43 49 49 52 55 59 62 65 73 73 76 v
vi Lab 18: Orthogonal Matrices, QR Decomposition, and Least Squares Regression...................................................... Lab 19: Symmetric Matrices and QuadraticForms................ Project Set 4.............................................................................. 5 Matrix Decomposition with Applications Lab 20: Singular Value Decomposition (SVD)........................ Lab 21: Cholesky Decomposition and Its Application to Statis tics ................................................................................. Lab 22: Jordan Canonical Form ............................................. Project Set 5.............................................................................. 6 Applications to Differential Equations Lab 23: Linear Differential Equations....................................... Lab 24: Higher-Order Linear Differential Equations............... Lab 25: Phase Portraits, Using the Jacobian Matrix to Look Closer at Equilibria...................................................... Project Set 6.............................................................................. 81 86 92 99 99 105 110 114 119 119 124 127 130 MATLAB Demonstrations and References 137 Index 143
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| illustrated | Illustrated |
| indexdate | 2024-07-10T08:33:19Z |
| institution | BVB |
| isbn | 1138063517 9781138063495 9781138063518 |
| language | English |
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| physical | ix, 145 Seiten Illustrationen, Diagramme |
| publishDate | 2019 |
| publishDateSearch | 2019 |
| publishDateSort | 2019 |
| publisher | CRC Press, Taylor & Francis Group |
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| series2 | Mathematics |
| spelling | Arangala, Crista Verfasser (DE-588)1068201924 aut Exploring linear algebra labs and projects with matlab Crista Arangala Boca Raton ; London ; New York CRC Press, Taylor & Francis Group [2019] ix, 145 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Mathematics Lineare Algebra (DE-588)4035811-2 gnd rswk-swf MATLAB (DE-588)4329066-8 gnd rswk-swf Lineare Algebra (DE-588)4035811-2 s MATLAB (DE-588)4329066-8 s DE-604 Digitalisierung UB Passau - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=031414615&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Arangala, Crista Exploring linear algebra labs and projects with matlab Lineare Algebra (DE-588)4035811-2 gnd MATLAB (DE-588)4329066-8 gnd |
| subject_GND | (DE-588)4035811-2 (DE-588)4329066-8 |
| title | Exploring linear algebra labs and projects with matlab |
| title_auth | Exploring linear algebra labs and projects with matlab |
| title_exact_search | Exploring linear algebra labs and projects with matlab |
| title_full | Exploring linear algebra labs and projects with matlab Crista Arangala |
| title_fullStr | Exploring linear algebra labs and projects with matlab Crista Arangala |
| title_full_unstemmed | Exploring linear algebra labs and projects with matlab Crista Arangala |
| title_short | Exploring linear algebra |
| title_sort | exploring linear algebra labs and projects with matlab |
| title_sub | labs and projects with matlab |
| topic | Lineare Algebra (DE-588)4035811-2 gnd MATLAB (DE-588)4329066-8 gnd |
| topic_facet | Lineare Algebra MATLAB |
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