Optimal Substructure is a property of problems where an optimal solution to the overall problem can be constructed from optimal solutions to its subproblems. This characteristic is a cornerstone of algorithms like Dynamic Programming and Divide and Conquer, ensuring efficiency by reusing optimal results from smaller components.