Signed numbers are numerical values that include a positive or negative sign to indicate their direction on the number line, allowing for the representation of both positive and negative quantities. They are essential in various mathematical operations, including addition, subtraction, and solving equations, as they help in understanding and manipulating values with opposite directions.