rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Exploring linear algebra
    sub title: labs and projects with Matlab
  name:
    name part: Arangala, Crista
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: Taylor & Francis
  type of resource: text
  genre: bibliography
  genre: Electronic books.
  origin info:
    place:
      place term: flu
    date issued: 2019
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource
  abstract: This text is meant to be a hands-on lab manual that can be used in class everyday to guide the exploration of the theory and applications of linear algebra. For the most part, labs can be used individually or in a sequence. Each lab consists of and explanation of material with integrated exercises. Some labs are split into multiple subsections and thus exercises are separated by those subsections.The exercise sections integrate problems using Mathematica demonstrations (an online tool that can be used with an browser with java capabilities) and Matlab coding. This allows students to discover the theory and applications of linear algebra in a meaningful and memorable way
  table of contents: Cover -- Half Title -- Series Page -- Title Page -- Copyright Page -- Contents -- Preface -- 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 × 4 Determinants and Beyond -- Project Set 1 -- 2 Invertibility -- Lab 7: Singular or Nonsingular? Why Singularity Matters -- Lab 8: Mod It Out, Matrices with Entries in Zp -- Lab 9: It's a Complex World -- Lab 10: Declaring Independence: Is It Linear? -- Project Set 2 -- 3 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 -- Lab 18: Orthogonal Matrices, QR Decomposition, and Least Squares Regression -- Lab 19: Symmetric Matrices and Quadratic Forms -- Project Set 4 -- 5 Matrix Decomposition with Applications -- Lab 20: Singular Value Decomposition (SVD) -- Lab 21: Cholesky Decomposition and Its Application to Statistics -- 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 -- MATLAB Demonstrations and References -- Index.
  note: Crista Arangala.
  note: Includes bibliographical references and index.
  subject:
    title info:
      title: MATLAB
  subject:
    title info:
      title: MATLAB
  subject:
    topic: Algebras, Linear
    topic: Computer-assisted instruction
  subject:
    topic: Algèbre linéaire
    topic: Enseignement assisté par ordinateur
  subject:
    topic: MATHEMATICS / Algebra / Intermediate
  subject:
    topic: MATHEMATICS / General
  subject:
    topic: MATHEMATICS / Algebra / General
  subject:
    topic: MATHEMATICS / Applied
  subject:
    topic: Algebras, Linear
    topic: Computer-assisted instruction
  classification: QA185.C65
  classification: 512/.5028553
  related item:
    title info:
      title: Exploring linear algebra
    origin info:
      publisher: Boca Raton : CRC Press, Taylor & Francis Group, 2019.
    identifier: (DLC) 2018054578
  related item:
    title info:
      title: Textbooks in mathematics (Boca Raton, Fla.)
  identifier: 9781351664073
  identifier: 1351664077
  identifier: 9781138063495
  identifier: 9781315160993
  identifier: 1315160994
  identifier: 9781351664080
  identifier: 1351664085
  identifier: 9781351664066
  identifier: 1351664069
  identifier: 1138063495
  identifier: 1138063517
  identifier: 9781138063518
  identifier: 2020693474
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record content source: DLC
    record creation date: 181115
    record change date: 20241111204725.3
    record identifier: in00005527763
    language of cataloging:
      language term: eng