Loughborough University (LU)

Providing lecture notes for Introduction to Organizational Behavior and Ability and Intelligence and includes key theories.

Notes defining and covering theorems related to Orthogonal Matrices.

Notes discussing theorems for quadratic forms on ℝ vector spaces including rigorous proofs.

Notes defining Hermitian forms on vector spaces, including various theorems that can be used when working with or finding them.

These notes go into more explicit detail on the practical algorithms for converting a quadratic form into canonical form. They also include a number of examples to help grasp it.

We have previously defined both Quadratic and Bilinear Forms. This set of notes covers the process for converting these to Canonical Form.

Notes defining Euclidean Vector Spaces, Gram Matrices and Orthogonal Matrices; with examples of each. Also includes a proof of the Cauchy-Bunyakovsky-Schwarz Inequality.

Notes defining Bilinear Forms, Matrices of Bilinear Forms and Coordinate Representations. Covers concepts such as Rank, Symmetric and Skew-Symmetric Matrices, and Congruence.

Notes on solving Cauchy problems using matrix concepts such as matrix powers, diagonalisability and eigenspaces. Includes various examples including the Fibonacci sequence.

Notes defining and giving examples of linear maps. Also includes elementary operations for linear maps as well as introducing the concept of Kernels and Images and the Rank-Nullity Formula for linear maps.