Alloy theory involves the study of mixtures of metals or a metal with other elements to develop materials with enhanced properties such as increased strength, resistance to corrosion, and improved electrical conductivity. This field is crucial for materials science as it guides the creation of new substances with tailored characteristics for specific industrial applications.