The substitution principle is a fundamental concept in formal logic that allows for the replacement of a term in a formula with another term or expression without altering the truth value of that formula. This principle is crucial when working with function symbols and constants, as it helps maintain consistency and validity in logical expressions, ensuring that substitutions preserve the logical structure and meaning of statements.