Math 208: Applications of Linear Algebra
These applications are provided to enrich your lectures. The idea is to give the students a sense of the wide variety of uses for linear algebra. It is not necessary to give every detail, unless you want to. In particular, you could talk about an application before you had introduced all the necessary algebra.
PDF file | Topics Used |
---|---|
Linear Programming | Solving Linear Systems Geometry of Linear Systems |
Markov Chains | Linear Systems Iterated Matrix Multiplication |
Cryptography | Linear Systems Matrix Inverse Linear Transformations Modular Arithmetic (Here is an Introduction to Modular Arithmetic). |
Perfect Matchings | Determinants |
Google Page Rank | Linear Systems Eigenvalues and Eigenvectors Iterated Matrix Multiplication |
Spanning Trees | Determinants Eigenvalues and Eigenvectors Cofactors |
Clustering | Eigenvalues and Eigenvectors |