In the simply typed lambda calculus, types are generated from atomic types by the arrow constructor . A typed lambda term is a lambda term equipped with a derivation of a judgement , where the context assigns types to its free variables. The basic typing rules are
The Implicational Curry-Howard correspondence reads atomic types as propositions and as logical implication. A typed variable is an assumption, abstraction is the implication introduction rule discharging that assumption, and application is the implication elimination rule. Consequently a typed lambda term is a proof in implicational Intuitionistic propositional logic, and a natural deduction proof recursively supplies such a term. For example, expresses implication reflexivity. Products, sums, and the empty type extend the correspondence to conjunction, disjunction, and falsity; pure arrow types give precisely the implicational fragment. Beta reduction removes an introduction followed immediately by its elimination, matching proof simplification.
A Church numeral is
where means repetitions of application. At base type , it has type . The following Church numeral arithmetic terms use left-associated application:
Their concise conclusions are
For successor, the initial adds one application. For addition, the inner supplies applications and supplies more. For multiplication, the repeated operation applies times, and repetitions give . For exponentiation, iterates the operation on : each iteration replaces a function by its -fold iterate, yielding . Zero iterations give , so this encoding takes , including . The explicit outer abstractions make the result the standard Church numeral even at exponent zero, without needing eta equivalence.
Successor, addition, and multiplication operate on the same . The displayed exponentiation term has type : its exponent iterates an operation on functions. Thus the numeral syntax admits several type instances; one should not force every occurrence into one fixed monomorphic Church type.
The Y combinator is the fixed-point combinator
For , beta reduction gives . Since , we obtain . This allows a recursive program body to receive a representation of itself.
Here the computation is in the untyped lambda calculus. The self-application would require a simple type satisfying , impossible for finite simple types. Accordingly is not a typed lambda term of the simply typed system. The Strong normalization theorem for simply typed lambda calculus also rules out a universal divergent fixed-point operator there.
To obtain a lambda representation of partial computable functions, encode machine configurations as finite data using Church numerals, Church pairs, and Church Booleans. Initial configuration, one transition, the halting test, and output extraction are primitive recursive functions, represented by lambda terms through the initial functions, composition, and lambda definition of primitive recursion by pair iteration. If these representations are , , , and , define
Use normal-order beta reduction so the Church Boolean halting test selects one branch without evaluating the unused recursive branch. A halting computation follows finitely many transitions and returns the Church numeral of the output. A nonhalting computation forces successive tests forever and has no head normal form; by normal-order normalization theorem, it cannot be beta equivalent to a Church numeral. Thus every partial computable function is represented, with divergence preserved; every total computable function is the halting special case. This explains the role of in computational universality while keeping the typed proof interpretation precise.
Use untyped lambda calculus and normal-order beta reduction. Write for the Church numeral of . We will construct a closed term such that
when is defined, and with no head normal form otherwise. The latter condition implies that the result is not in beta equivalence with any Church numeral, so both definedness and the output are represented.
First represent all total primitive recursive functions. The zero function is , the successor function is
and the th projection function is . Function composition in recursion theory is represented by . This composition claim is used here for total functions, whose inner terms all reduce to numerals.
For primitive recursion use Church pairs and iteration. Put
Suppose represent the total constituents of and . Define
After iterations the pair reduces to , by mathematical induction on . Its second projection is the required result. This lambda definition of primitive recursion by pair iteration and structural induction on the primitive recursive construction give terms for all primitive recursive functions.
For an arbitrary partial computable function use the Kleene normal form theorem with its program index fixed. There are total primitive recursive functions and such that is zero exactly when codes a valid halting computation history on , and extracts that history's output. Checking finite coded configurations and each transition is primitive recursive. Determinism ensures that every accepted history on an input has the same output. Hence
If the input computation never halts, no history is accepted. Let be the total numeral-representing terms already obtained. The Church numeral zero test is , returning exactly on zero. A Church Boolean applied to two arguments selects the appropriate branch without evaluating the other.
Take the fixed-point combinator . For the input tuple define
Expanding the displayed abbreviations gives a genuine finite combinator. At a numeral code , the total predicate computation terminates. If it returns a positive numeral, the false Church Boolean selects the next search code. If it returns zero, the true Church Boolean selects , which reduces to the output numeral. If the least accepted code is , a finite sequence of these tests reaches it and then produces .
If there is no accepted code, every test is false and head reduction moves through codes forever. At no finite point can a head variable or an outer numeral abstraction be produced: the applied search term must first unfold the fixed point and evaluate the next total test, and the decoder branch is always discarded. Thus it has no head normal form. The standard head-normalization property, or the Church-Rosser theorem together with normalization of normal-order reduction, rules out beta equivalence to a numeral. In particular, we have avoided a lazy-composition pitfall: an outer function that discards an argument need not force a divergent inner computation. The decoder is reached only after the guarded search succeeds. This proves lambda representation of partial computable functions: