The equals sign '=' is a mathematical symbol used to denote equality between two expressions. It indicates that the values on both sides of the sign are the same or equivalent, serving as a foundational concept in mathematics. This symbol is crucial in equations and inequalities, providing clarity in linear programming by defining constraints and relationships between variables.