Introduction to GNU Octave A brief tutorial for linear algebra and calculus students
This brief book provides a noncomprehensive introduction to GNU Octave, a free open source alternative to MatLab. The basic syntax and usage is explained through concrete examples from the mathematics courses a math, computer science, or engineering major encounters in the first two years of college...
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| Format: | Electronic eBook |
| Language: | English |
| Published: |
Wytheville, Virginia
Jason Lachniet
[2017]
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| Series: | Open textbook library.
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| Subjects: | |
| Online Access: | Access online version |
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| 100 | 1 | |a Lachniet, Jason |e author | |
| 245 | 0 | 0 | |a Introduction to GNU Octave |b A brief tutorial for linear algebra and calculus students |c Jason Lachniet |
| 264 | 2 | |a Minneapolis, MN |b Open Textbook Library | |
| 264 | 1 | |a Wytheville, Virginia |b Jason Lachniet |c [2017] | |
| 264 | 4 | |c ©2017. | |
| 300 | |a 1 online resource | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 490 | 0 | |a Open textbook library. | |
| 505 | 0 | |a Contents -- Preface -- 1 Basic operation -- 1.1 Introduction -- 1.2 Navigating the GUI -- 1.3 Matrices and vectors -- 1.4 Plotting -- Chapter 1 Exercises -- 2 Matrices and linear systems -- 2.1 Linear systems -- 2.2 Polynomial curve fitting -- 2.3 Matrix transformations -- Chapter 2 Exercises -- 3 Calculus -- 3.1 Limits, sequences, and series -- 3.2 Numerical integration -- 3.3 Parametric, polar, and implicit functions -- 3.4 Complex variables -- 3.5 Special functions -- 3.6 Symbolic operations -- Chapter 3 Exercises -- 4 Eigenvalue problems -- 4.1 Eigenvalues and eigenvectors -- 4.2 Markov chains -- 4.3 Diagonalization -- 4.4 Singular value decomposition -- 4.5 Gram-Schmidt and the QR algorithm -- Chapter 4 Exercises -- 5 Additional topics -- 5.1 Three dimensional graphs -- 5.2 Multiple integrals -- 5.3 Vector fields -- 5.4 Statistics -- 5.5 Differential equations -- Chapter 5 Exercises -- 6 Applied projects -- 6.1 SVD and digital image compression -- 6.2 The Gini index and nonlinear curve-fitting -- 6.3 Designing a helical strake: arc length and curvature -- 6.4 Modeling a cave passage: cubic spline curves -- 6.5 Graphs of surfaces and 3D-printing -- A MATLAB compatibility -- B List of Octave commands -- References -- Index | |
| 520 | 0 | |a This brief book provides a noncomprehensive introduction to GNU Octave, a free open source alternative to MatLab. The basic syntax and usage is explained through concrete examples from the mathematics courses a math, computer science, or engineering major encounters in the first two years of college: linear algebra, calculus, and differential equations. | |
| 542 | 1 | |f Attribution-ShareAlike | |
| 546 | |a In English. | ||
| 588 | 0 | |a Description based on print resource | |
| 650 | 0 | |a Mathematics |v Textbooks | |
| 650 | 0 | |a Algebra |v Textbooks | |
| 650 | 0 | |a Calculus |v Textbooks | |
| 710 | 2 | |a Open Textbook Library |e distributor | |
| 856 | 4 | 0 | |u https://open.umn.edu/opentextbooks/textbooks/557 |z Access online version |