Recursion serves as a powerful alternative to iteration, especially in functional programming where mutable values are absent. Tail recursion is crucial for achieving performance comparable to imperative languages, as it optimizes stack usage. Lazy evaluation, on the other hand, allows for delayed computation, enabling efficient handling of conditional statements by evaluating only necessary paths.