Linear Algebra for the Sciences

This book is based on a course for first-semester science students, held by the second author at the University of Zurich several times. Its goal is threefold: to have students learn a minimal working knowledge of linear algebra, acquire some computational skills, and familiarize them with mathemati...

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Main Authors: Benz, Manuel (Author), Kappeler, Thomas (Author)
Korporativna značnica: SpringerLink (Online service)
Format: Elektronski eKnjiga
Jezik:angleščina
Izdano: Cham : Springer International Publishing : Imprint: Springer, 2023.
Izdaja:1st ed. 2023.
Serija:La Matematica per il 3+2, 151
Teme:
Online dostop:https://doi.org/10.1007/978-3-031-27220-2
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Kazalo:
  • Part I Systems of linear equations
  • 1 Introduction
  • 2 Systems with two equations and two unknowns
  • 3 Gaussian elimination
  • Part II Matrices and related topics
  • 4 Basic operations
  • 5 Linear dependence, bases, coordinates
  • 6 Determinants
  • Part III Complex numbers
  • 7 Complex numbers: definition and operations
  • 8 The Fundamental Theorem of Algebra
  • 9 Linear systems with complex coefficients
  • Part IV Vector spaces and linear maps
  • 10 Vector spaces and their linear subspaces
  • 11 Linear maps
  • 12 Inner products on K-vector spaces
  • Part V Eigenvalues and eigenvectors
  • 13 Eigenvalues and eigenvectors of C–linear maps
  • 14 Eigenvalues and eigenvectors of R-linear maps
  • 15 Quadratic forms on Rn
  • Part VI Differential equations
  • 16 Introduction
  • 17 Linear ODEs with constant coefficients of first order
  • 18 Linear ODEs with constant coefficients of higher order
  • Appendix A Solutions.