Linear Algebra with Python

Theory and Applications

AvMakoto Tsukada,Yuji Kobayashi

Häftad, Engelska, 2024

Del i serien Springer Undergraduate Texts in Mathematics and Technology

644 kr

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Beskrivning

Advanced topics such as function space are taken up, along with Fourier analysis, the Perron–Frobenius theorem, linear differential equations, the state transition matrix and the generalized inverse matrix, singular value decomposition, tensor products, and linear regression models.

Produktinformation

Utgivningsdatum:2024-12-07
Mått:178 x 254 x 18 mm
Vikt:612 g
Format:Häftad
Språk:Engelska
Serie:Springer Undergraduate Texts in Mathematics and Technology
Antal sidor:309
Förlag:Springer Verlag, Singapore
ISBN:9789819929535

Utforska kategorier

Algebra inom Naturvetenskap och teknik
Beräkning och matematisk analys inom Naturvetenskap och teknik
Programspråk inom Data och IT

Mer om författaren

Makoto Tsukada has been studied in the field of functional analysis. He has been teaching linear algebra, analysis, and probability theory for many years. Also, he has taught programming language courses using Pascal, Prolog, C, Python, etc. Yuji Kobayashi, Hiroshi Kaneko, Sin-Ei Takahasi, Kiyoshi Shirayanagi, and Masato Noguchi are specialists in algebra, analysis, statistics, and computers.

Innehållsförteckning

Mathematics and Python.- Linear Spaces and Linear Mappings.- Basis and Dimension.- Matrices.- Elementary Operations and Matrix Invariants.- Inner Product and Fourier Expansion.- Eigenvalues and Eigenvectors.- Jordan Normal Form and Spectrum.- Dynamical Systems.- Applications and Development of Linear Algebra.