Linear Algebra and Group Theory for Physicists and Engineers
Springer International Publishing (Verlag)
978-3-031-22424-9 (ISBN)
This text is ideal for undergraduates majoring in engineering, physics, chemistry, computer science, or applied mathematics. It is mostly self-contained-readers should only be familiar with elementary calculus. There are numerous exercises, with hints or full solutions provided. A series of roadmaps are also provided to help instructors choose the optimal teaching approach for their discipline.
The second edition has been revised and updated throughout and includes new material on the Jordan form, the Hermitian matrix and its eigenbasis, and applications in numerical relativity and electromagnetics.
Yair Shapira, PhD, Department of Computer Science, Technion, Israeli Institute of Technology
Part I: Introduction to Linear Algebra.- Vectors and Matrices.- Determinant and Vector Product in Physics.- Markov Matrix and its Spectrum: Towards Search Engines.- Special Relativity: Algebraic Point of View.- Part II: Introduction to Group Theory.- Groups and Isomorphism Theorems.- Projective Geometry in Computer Graphics.- Quantum Mechanics: Algebraic Point of View.- Part III: Polynomials and Basis Functions.- Polynomials and Their Gradient.- Basis Functions: Barycentric Coordinates in 3D.- Part IV: Finite Elements in 3-D. - Automatic Mesh Generation.- Mesh Regularity.- Numerical Integration.- Spline: Variational Model in 3D.- Part V: Permuation Group in Quantum Chemistry.- Determinant and Electronic Structure.- Part VI: The Jordan Form.- The Jordan Form.- Jordan Decomposition.- Algebras and their Derivation.- Part VII: Linearization in Numerical Relativity.- Einstein Equations and their Linearization.
Erscheinungsdatum | 17.01.2024 |
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Zusatzinfo | XXVII, 574 p. 100 illus. |
Verlagsort | Cham |
Sprache | englisch |
Maße | 155 x 235 mm |
Gewicht | 913 g |
Themenwelt | Mathematik / Informatik ► Mathematik ► Algebra |
Schlagworte | Fourier matrices • group theory • High dimensional vectors • jordan decomposition • Jordan form • linear algebra • Markov Chain • matrix theory • Mesh Generation • quantum mechanics |
ISBN-10 | 3-031-22424-8 / 3031224248 |
ISBN-13 | 978-3-031-22424-9 / 9783031224249 |
Zustand | Neuware |
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