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Linear algebra for the sciences
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Linear algebra for the sciences/ by Manuel Benz, Thomas Kappeler.
作者:
Benz, Manuel.
其他作者:
Kappeler, Thomas.
出版者:
Cham :Springer International Publishing : : 2023.,
面頁冊數:
xii, 259 p. :ill., digital ; : 24 cm.;
Contained By:
Springer Nature eBook
標題:
Algebra. -
電子資源:
https://doi.org/10.1007/978-3-031-27220-2
ISBN:
9783031272202
Linear algebra for the sciences
Benz, Manuel.
Linear algebra for the sciences
[electronic resource] /by Manuel Benz, Thomas Kappeler. - Cham :Springer International Publishing :2023. - xii, 259 p. :ill., digital ;24 cm. - La matematica per il 3+2,v. 1512038-5757 ;. - La matematica per il 3+2 ;v.111..
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.
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 mathematical language to make mathematical literature more accessible. Therefore, we give precise definitions, introduce helpful notations, and state any results carefully worded. We provide no proofs of these results but typically illustrate them with numerous examples. Additionally, for better understanding, we often give supporting arguments for why they are valid.
ISBN: 9783031272202
Standard No.: 10.1007/978-3-031-27220-2doiSubjects--Topical Terms:
579870
Algebra.
LC Class. No.: QA184.2
Dewey Class. No.: 512.5
Linear algebra for the sciences
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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.
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