We use untyped lambda calculus and normal-order beta reduction. The Church numeral for is . A lambda term represents a partial function if on numeral inputs it has the correct numeral normal form exactly when the function is defined. We use a lambda simulation of a Turing machine; this also ensures that undefined computations do not accidentally produce an output through an ignored argument.
First all total primitive recursive functions are lambda-definable. The initial functions of recursion theory are represented by
Composition is obtained by substitution of representing terms. For primitive recursion use Church pairs:
If represent the total functions in and , define
After iterations the pair has components . Thus the Church numeral executes exactly the required recursion steps. Since these functions are total on numeral inputs, substitution for composition causes no undefined-argument issue.
Now fix a deterministic Turing machine computing the given partial computable function. Encode a configuration by its finite control state and two natural numbers for the tape portions on the two sides of the head, allowing blank bits beyond the finite nonblank tape. For the two-stack encoding of a Turing tape with a binary alphabet, let have the immediately-left cell as its low bit and have the current cell as its low bit. Reading and removing a bit use remainder and quotient by two. If the machine writes , the updates are
The new state is obtained from a finite transition table. These operations, the initial configuration, the halting test, and output decoding are total primitive recursive functions on configuration codes. For instance parity alternates by primitive recursion, and the quotient by two satisfies , . A fixed finite alphabet can be handled by the same stack construction in a larger base. Choose a standard delimited input and output convention, for example unary words in a finite tape alphabet with a distinct blank symbol. Initialization is primitive recursive. On a halting configuration the output is a finite word; decoding can be implemented by a bounded scan of the encoded tape, with a default output for malformed words. This is total primitive recursive and introduces no additional unbounded search. Use nested Church pairs to carry the three fields, and the preceding primitive recursive representations to obtain lambda terms .
Represent Church Booleans by and . A Church numeral zero test is . Use a numerical test equal to zero on halting configurations and one otherwise; applying this zero test gives the required Boolean halting test. With the fixed-point combinator
put
Normal-order reduction evaluates the halting test on the current configuration. If it is true, it selects the output branch without evaluating the recursive branch. Otherwise it advances the configuration and repeats. Induction on the number of machine steps shows that a computation halting with output makes reduce to .
If the machine never halts, the normal-order beta reduction repeatedly takes the recursive branch. Each individual configuration transition and test terminates, but there is always another required transition; hence the reduction never reaches a normal form. The normal-order normalization theorem says that a lambda term with a beta-normal form is normalized by normal-order beta reduction. Therefore in the nonhalting case there is no numeral normal form at all. We have proved
Confluence of beta reduction ensures uniqueness of the resulting numeral. This handles genuinely partial computations. Simply composing terms for partial subcomputations would need extra care, because lambda reduction can discard an unevaluated argument.
Represent a nonnegative integer by the Church numeral
A closed lambda term represents a partial computable function if, on inputs in its domain, reduces to the Church numeral of the value, and on other inputs it produces no Church numeral. We use untyped lambda calculus and normal-order beta reduction.
First every primitive recursive function has such a representation on all inputs. The zero function is represented by a constant , the projection functions by , and the successor function by
For function composition in recursion theory, substitute the represented inner functions into the represented outer function:
These constituent functions are total, so there is no undefined argument to be discarded.
For primitive recursion, use Church Booleans and Church pairs:
If represent the total functions defining a recursion, put
and
After iterations the Church pair contains the counter and the recursively computed value at , by mathematical induction. Thus this lambda definition of primitive recursion by pair iteration represents the recursion. A structural induction for primitive recursive functions now represents every primitive recursive function.
To pass to arbitrary partial computable functions, use the Kleene normal form theorem in the following form: for every , there are total primitive recursive functions such that
with undefined precisely when no such exists. The predicate checks codes of valid finite halting histories for the chosen program; extracts their common output. This expresses unbounded minimization of a total predicate, so no earlier undefined test can interfere with the search.
Let be the represented total functions. The Church numeral zero test and a fixed-point combinator are
Define the search lambda term
All displayed abbreviations expand to finite closed lambda terms; stands for the fixed finite tuple of input variables. Because , normal-order beta reduction tests . At the first successful test the Church Boolean selects , which reduces to the correct Church numeral. The unused recursive branch is discarded.
If no test succeeds, every finite search step returns to another head search, never exposing a numeral. The term has no head normal form and hence cannot be beta equivalent to a Church numeral. This last point is why the output operation occurs inside the successful branch: simply applying a possibly argument-discarding outer function to a divergent search would not justify undefinedness. Therefore every computable function is representable, including partial computable functions with their correct undefined inputs:
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:
The machine characterization is computation by a Turing machine: the machine halts with exactly on inputs in the domain of a partial function and does not halt elsewhere. The syntactic characterization is the least class containing the initial functions of recursion theory and closed under composition of partial functions, primitive recursion and unbounded minimization. Such functions are the partial recursive functions, equivalently the partial computable functions.
For clarity, composition here is strict: is defined only when every inner value is defined and is defined on the resulting tuple. Likewise primitive recursion requires all preceding recursive values. The partial minimization is defined when such a exists and all earlier values are defined and nonzero; an undefined earlier value blocks the search.
A lambda-definable partial function is represented by a closed untyped lambda calculus term satisfying
On an input outside its domain there must be no Church numeral beta-equivalent to the result. A stronger representation can be arranged: undefined inputs have no head normal form.
Here are the components for proving that every partial recursive function is lambda-definable. Zero and projections are immediate; lambda definition of the successor function uses . Church Booleans encode a conditional by , with and . Put
Iteration takes to for , proving that encodes the predecessor function and that correctly tests zero.
Use a fixed-point combinator and the strict sequencing operation
For any numeral , reduces to . If the first argument has no head normal form, neither does the whole expression. Thus composition is implemented by nesting on every inner result before applying the outer representing term. This guard is important: an unguarded projection could discard an undefined inner computation.
For lambda definition of primitive recursion, with already represented by , take
The tuple notation abbreviates successive abstractions and applications. On numeral inputs, induction on proves the required recursion equations, including strict propagation of undefined preceding values. The beta reduction follows the selected conditional branch only.
For lambda definition of unbounded minimization, use
This searches in increasing order. An undefined value blocks the zero test; an infinite sequence of nonzero values continues forever; the first zero returns its numeral. Under normal-order beta reduction, both failure cases have no head normal form. Structural induction on partial-recursive declarations now supplies the stronger representation claimed above.
Conversely, beta reduction is an effective operation on finitely encoded lambda terms. Enumerate all finite reduction sequences from , stopping when a result is a Church numeral in beta-normal form. If , the Church-Rosser theorem gives a reduction to that numeral. It also makes the output unique. The enumeration therefore computes exactly the represented partial function; by the equivalence of the first two characterizations it is partial recursive. Hence
A partial function is lambda-definable when a lambda term sends the corresponding Church numerals to the numeral for whenever the value is defined and produces no numeral otherwise; in other words, it is a lambda-definable partial function. The initial functions are represented by
and the appropriate variable in . If represent , then
represents their composition.
Church Booleans supply a lazy conditional, and
tests whether a Church numeral is zero. A standard predecessor term is
Let and represent the base and step functions of a primitive recursion. With a fixed-point combinator , define
Normal-order beta reduction evaluates only the selected branch. Induction on the input numeral gives the two recursion equations, so this is the lambda definition of primitive recursion.
For unbounded minimization, let represent and define
Then tests in order and returns the least zero of . If no zero is reached, or a required earlier computation is undefined, reduction never produces a Church numeral. This is the lambda definition of unbounded minimization. Since the partial recursive functions are generated from the initial functions by composition, primitive recursion, and minimization, every partial computable function is represented by a lambda term on Church numerals.
The Church numeral corresponding to the natural number is
A function is a lambda-definable function if some closed lambda term satisfies
for all natural numbers .
Define
Then beta reduction gives
Therefore the successor function is lambda-definable; this is the lambda definition of the successor function.
A combinator is a lambda term without free variables. It is a fixed-point combinator when
for every lambda term .
The fixed-point theorem for the untyped lambda calculus states that every untyped lambda term has a fixed point up to beta equivalence. Put
One beta reduction gives
which proves the theorem. Equivalently,
is a fixed-point combinator.
Apply the theorem to the lambda term . Its fixed point is a nonnormalizing lambda term satisfying ; it is not a Church numeral. The definition of a lambda-definable function describes the representing term only on Church-numeral inputs, so it does not turn this syntactic fixed point into a natural number satisfying .
A lambda term lambda-defines when, for all ,
where is the Church numeral for .
No. Let and set
Both terms send every Church numeral to , so both define the constant-zero function. They are distinct beta-normal forms, however, and the Church-Rosser theorem implies that distinct beta-normal forms cannot be beta-equivalent.
A partial function is lambda-definable if there is a lambda term such that
whenever the value is defined, while outside the domain the application reduces to no Church numeral.
The term beta-reduces to for every Church numeral . If its first argument has no head normal form, the whole application has no head normal form. Nesting this operation forces each represented inner computation before applying an outer function, implementing composition of partial functions even when an outer projection would discard an argument. The same guard makes lambda definition of primitive recursion strict in the preceding recursive value.
Two-stack encoding of a Turing tape Created 2026-10-06 Updated 2026-10-13
Encode the cells immediately left of the head in a reversed positional stack , and the current and right cells in . Quotient and remainder by the alphabet base read and remove cells; multiplication by that base pushes a cell. The resulting local tape transitions are primitive recursive, which makes them directly implementable on Church numerals.