Abstract
This textbook demonstrates the strong interconnections between linear algebra and group theory by presenting them simultaneously, a pedagogical strategy ideal for an interdisciplinary audience. Being approached together at the same time, these two topics complete one another, allowing students to attain a deeper understanding of both subjects. The opening chapters introduce linear algebra with applications to mechanics and statistics, followed by group theory with applications to projective geometry. Then, high-order finite elements are presented to design a regular mesh and assemble the stiffness and mass matrices in advanced applications in quantum chemistry and general relativity. 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..
Original language | English |
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Place of Publication | Cham |
Number of pages | 574 |
Edition | 2nd ed. 2023 |
ISBN (Electronic) | 9783031224225 |
DOIs | |
State | Published - 1 Jan 2023 |
Keywords
- Fourier matrices
- Group theory
- High dimensional vectors
- Jordan decomposition
- Jordan form
- Linear algebra
- Markov chain
- Mesh generation
- Quantum mechanics
- matrix theory
ULI Keywords
- uli
- Algebras, Linear
- Computer science—Mathematics
- Group theory
- Mathematical physics
- Numerical analysis
- Linear Algebra
- Group Theory and Generalizations
- Mathematical Applications in Computer Science
- Mathematical Physics
- Numerical Analysis