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  • Linear systems of equations

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  • Basic terminology
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  • 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
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  • The number of solutions to a linear system
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  • 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 theorem about nonhomogeneous system solution structure
# The solutions to a nonhomogeneous system are given by a particular solution plus the solutions to the homogeneous system.

Put content here.**Theorem:** The general solution to a nonhomogeneous system $Ax = b$ is:
⏎
$$x = x_p + x_h$$
⏎
where:
- $x_p$ is any particular solution to $Ax = b$
- $x_h$ is any solution to the corresponding homogeneous system $Ax = 0$
⏎
**Proof sketch:**
1. **Existence:** If $x_p$ satisfies $Ax_p = b$ and $x_h$ satisfies $Ax_h = 0$, then $A(x_p + x_h) = Ax_p + Ax_h = b + 0 = b$, so $x_p + x_h$ is a solution.
2. **Completeness:** Every solution to $Ax = b$ can be written as $x_p + x_h$ for some $x_h$ in the null space. If $x$ is any solution, then $A(x - x_p) = b - b = 0$, so $x - x_p$ is in the null space.
⏎
**Example:** For the system:
$$\begin{cases} x + y = 4 \\ 2x - y = 2 \end{cases}$$
⏎
Particular solution: $x_p = (2, 2)$
Homogeneous solution: $x_h = (0, 0)$ (unique in this case)
General solution: $(2, 2)$

# Parents

* Linear systems of equations
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