Jaysen Tsao
Linear Algebra

Linear Systems and Matrix Equations

Definition 57: Linear Equation

A linear equation in 𝐹 over the variables 𝑥1,𝑥2,,𝑥𝑛 is an equation of the form:

𝑎1𝑥1+𝑎2𝑥2++𝑎𝑛𝑥𝑛=𝑏

for scalars 𝑎1,𝑎2,,𝑎𝑛,𝑏𝐹. A solution to a linear equation is an 𝑛-tuple (𝑠1,𝑠2,,𝑠𝑛)𝐹𝑛 such that 𝑎1𝑠1+𝑎2𝑠2++𝑎𝑛𝑠𝑛=𝑏. The solution set of a linear equation is the set of all solutions to that equation.

Definition 58: Linear System

A linear system (or system of linear equations) in 𝐹 over the variables 𝑥1,𝑥2,,𝑥𝑛 is a finite set of linear equations over the same variables 𝑥1,𝑥2,,𝑥𝑛. The solution set of a linear system is the set of all 𝑛-tuples (𝑠1,𝑠2,,𝑠𝑛)𝐹𝑛 that are solutions to all equations in the system.

Terminology

A linear system is called consistent if it has at least one solution, and inconsistent if it has zero solutions.