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  • Linear systems of equations

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  • Basic terminology
  • Parametric form of the solution set of a system of linear equations
  • Parametric vector form of the solution set of a system of linear equations
  • Gaussian elimination as a method to solve a linear system
  • Definition of echelon form of a linear system
  • All echelon forms of a linear system have the same free variables
  • Definition of equation operations on a linear system
  • Equation operations on a linear system give an equivalent system.
  • Definition of equivalent systems of linear equations
  • The geometry of linear systems
  • Definition of consistent linear system
  • Definition of inconsistent linear system
  • Definition of homogeneous linear system of equations
  • Homogeneous linear systems are consistent.
  • Definition of nontrivial solution to a homogeneous linear system of equations
  • Definition of trivial solution to a homogeneous linear system of equations
  • A homogeneous system has a nontrivial solution if and only if it has a free variable.
  • The number of solutions to a linear system
  • Definition of basic/dependent/leading variable in a linear system
  • Definition of free/independent variable in a linear system
  • Theorem describing the vector form of sulutions to a linear system.
  • The solutions to a nonhomogeneous system are given by a particular solution plus the solutions to the homogeneous system.
  • Definition of ill-conditioned linear system
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Description:Added parametric vector form
# Parametric form of the solution set of a system of linear equations

Put content here**Definition:** The **parametric vector form** expresses the solution set of a linear system as a vector equation with free parameters:
⏎
$$x = p + s_1 v_1 + s_2 v_2 + \cdots + s_k v_k$$
⏎
where:
- $p$ is a **particular solution** (a fixed vector)
- $v_1, v_2, \ldots, v_k$ are **direction vectors** (one per free variable)
- $s_1, s_2, \ldots, s_k$ are free parameters in $\mathbb{R}$
⏎
**Example:** For the system with solution $x_1 = 3 + 2x_3$, $x_2 = 1 - x_3$, $x_3$ free:
⏎
$$\begin{bmatrix} x_1 \\ x_2 \\ x_3 \end{bmatrix} = \begin{bmatrix} 3 \\ 1 \\ 0 \end{bmatrix} + x_3 \begin{bmatrix} 2 \\ -1 \\ 1 \end{bmatrix}$$
⏎
Geometrically, this describes a line through $(3, 1, 0)$ in the direction $(2, -1, 1)$.

# Parents

* Linear systems of equations
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