Math Insight

Pages similar to: Matrix and vector multiplication examples

• Multiplying matrices and vectors
  How to multiply matrices with vectors and other matrices.
• The transpose of a matrix
  Definition of the transpose of a matrix or a vector.
• Dot product in matrix notation
  How to view the dot product between two vectors as a product of matrices.
• Matrices and determinants for multivariable calculus
  Brief description of matrices and determinants, at the level needed for multivariable calculus.
• The cross product
  Introduction to the cross product with a focus on its basic properties. Includes an interactive graphic to illustrate these properties of the cross product.
• Cross product examples
  Examples of calculating the cross product.
• The formula for the cross product
  Derivation of the formula to calculate the cross product of two vectors.
• The scalar triple product
  Definition of the scalar triple product and derivation of its formula. Include interactive graphic to illustrate its properties.
• Scalar triple product example
  Example showing how to calculate the scalar triple product.
• Vectors in arbitrary dimensions
  A brief introduction to n-dimensional vectors.
• Introduction to matrices
  A brief introduction to matrices.
• Matrices and linear transformations
  A description of how every matrix can be associated with a linear transformation.
• Examples of n-dimensional vectors
  Examples showing the practical use of vectors in more than three dimensions.
• The derivative matrix
  The derivative matrix is presented as a natural generalization of the single variable derivative to multivariable functions.
• An introduction to vectors
  A introduction to the concept of a vector as an object with magnitude and direction.
• Vectors in two- and three-dimensional Cartesian coordinates
  A introduction to representing vectors using the standard Cartesian coordinate systems in the plane and in three-dimensional space.
• The dot product
  Introduction to the dot product with a focus on its basic geometric properties.
• The formula for the dot product in terms of vector components
  Derivation of the component formula for the dot product, starting with its geometric definition based on projection of vectors.
• Dot product examples
  Examples of calculating the dot product of two- and three-dimensional vectors.
• The zero vector
  The zero vector is the unique vector having zero length. The direction of the zero vector is undefined.

Back to: Matrix and vector multiplication examples