Constraint-Based Programming is a paradigm that focuses on defining relations between variables in terms of constraints instead of explicitly detailing the steps to solve a problem. This approach leverages a solver to search for solutions that satisfy all specified constraints, making it highly suitable for problems where the solution is not easily defined procedurally.