Where Can I Learn to Code a Function for Calculating Eigenvalues?

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SUMMARY

The discussion centers on finding resources for coding a function to calculate eigenvalues of a matrix. Participants recommend various online resources and books that integrate programming with mathematical concepts. Specific suggestions include exploring educational websites and literature that cover both programming techniques and mathematical theory. The need for comprehensive materials that bridge these two fields is emphasized.

PREREQUISITES
  • Understanding of linear algebra concepts, specifically eigenvalues and matrices.
  • Proficiency in a programming language suitable for mathematical computations, such as Python or MATLAB.
  • Familiarity with numerical methods for solving mathematical problems.
  • Basic knowledge of algorithm design and implementation.
NEXT STEPS
  • Research online courses on linear algebra that include programming assignments.
  • Explore Python libraries such as NumPy for matrix operations and eigenvalue calculations.
  • Read "Numerical Linear Algebra" by Lloyd N. Trefethen and David Bau for a deeper understanding of eigenvalues.
  • Investigate resources on implementing algorithms for eigenvalue computation, such as the QR algorithm.
USEFUL FOR

Students, educators, and software developers interested in the intersection of programming and mathematics, particularly those focused on numerical methods and linear algebra applications.

Repetit
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Hey!

Does someone know of some resources which describe how to code a function which calculates the eigenvalues of a matrix? This could be either resources on the net or a book. If you know of a good book which teaches about programming and mathematics together in general I'd be happy to know about it.

Thanks in advance!
 
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http://www.library.cornell.edu/nr/bookcpdf.html

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