Dashboard

Featured nodes

Roots

  • Public root

Templates

  • Test template
  • iCorps template
  • Guanyu's Latex template
  • Ivar's latex template
  • Family Tree template
  • Latex template
  • Router template

Trees

  • Public trees

Orphans

  • Browse orphan nodes
Related nodes

Parents1

  • Terminology

Siblings25
  • Sort by title
  • Sort by date

  • Definition of augmented matrix (of a linear system)
  • Definition of coefficient matrix of a linear system
  • Definition of constant vector of a linear system
  • Definition of solution vector of a linear system
  • Definition of matrix representation of a linear system
  • Definition of domain of a linear transformation
  • Definition of codomain of a linear transformation
  • Definition of image (of a point) under a linear transformation
  • Definition of pre-image (of a point) under a linear transformation
  • Definition of onto/surjective linear transformation
  • Definition of one-to-one/injective linear transformation
  • Definition of range of linear transformation
  • Definition of kernel of linear transformation
  • Definition of invertible linear transformation
  • Definition of inverse of a linear transformation
  • Non-example of a linear transformation
  • Definition of linear transformation/homomorphism
  • Definition of identity linear transformation
  • Definition of sum of linear transformations
  • The sum of linear transformations is a linear transformation
  • Definition of scalar multiple of a linear transformation
  • A scalar multiple of a linear transformation is a linear transformation
  • Definition of pre-image of linear transformation
  • Definition of range of a linear transformation
  • Definition of invertible/nonsingular linear transformation
Knowenβ
  • Help
    • Welcome to Knowen!
    • Edit test node (no login required)
    • Create new test node (no login required)
  • Not logged in
    • Sign in
    • Sign up

History & Comments

Back

Fill content

Description:Added definition of matrix representation
# Definition of matrix representation of a linear system

Put content here**Definition: Matrix Representation of a Linear System**
⏎
The matrix representation of a linear system expresses the entire system compactly as:
⏎
**`Ax = b`**
⏎
where:
- `A` is the `m × n` coefficient matrix
- `x` is the `n × 1` solution vector (unknowns)
- `b` is the `m × 1` constant vector
⏎
This representation is equivalent to both the original system of equations and the corresponding vector equation. The three representations are interchangeable:
⏎
1. **System of equations**: `a₁₁x₁ + ... + a₁ₙxₙ = b₁`, etc.
2. **Vector equation**: `x₁a₁ + x₂a₂ + ... + xₙaₙ = b` (columns of A as vectors)
3. **Matrix equation**: `Ax = b`
⏎
**Why it matters:** The matrix representation unifies the treatment of linear systems. Properties of the matrix `A` (rank, determinant, invertibility) directly determine properties of the solution set (existence, uniqueness, dimensionality).

# Parents

* Terminology
Sign in to add a new comment

Contact us or leave feedback

© KTree Inc. 2026