14 research outputs found
On the number of lambda terms with prescribed size of their De Bruijn representation
John Tromp introduced the so-called 'binary lambda calculus' as a way to
encode lambda terms in terms of binary words. Later, Grygiel and Lescanne
conjectured that the number of binary lambda terms with free indices and of
size (encoded as binary words of length ) is for
. We generalize the proposed notion of size and
show that for several classes of lambda terms, including binary lambda terms
with free indices, the number of terms of size is with some class dependent constant , which in particular
disproves the above mentioned conjecture. A way to obtain lower and upper
bounds for the constant near the leading term is presented and numerical
results for a few previously introduced classes of lambda terms are given
On the enumeration of closures and environments with an application to random generation
Environments and closures are two of the main ingredients of evaluation in
lambda-calculus. A closure is a pair consisting of a lambda-term and an
environment, whereas an environment is a list of lambda-terms assigned to free
variables. In this paper we investigate some dynamic aspects of evaluation in
lambda-calculus considering the quantitative, combinatorial properties of
environments and closures. Focusing on two classes of environments and
closures, namely the so-called plain and closed ones, we consider the problem
of their asymptotic counting and effective random generation. We provide an
asymptotic approximation of the number of both plain environments and closures
of size . Using the associated generating functions, we construct effective
samplers for both classes of combinatorial structures. Finally, we discuss the
related problem of asymptotic counting and random generation of closed
environemnts and closures
Normal-order reduction grammars
We present an algorithm which, for given , generates an unambiguous
regular tree grammar defining the set of combinatory logic terms, over the set
of primitive combinators, requiring exactly normal-order
reduction steps to normalize. As a consequence of Curry and Feys's
standardization theorem, our reduction grammars form a complete syntactic
characterization of normalizing combinatory logic terms. Using them, we provide
a recursive method of constructing ordinary generating functions counting the
number of -combinators reducing in normal-order reduction steps.
Finally, we investigate the size of generated grammars, giving a primitive
recursive upper bound
Unary profile of lambda terms with restricted De Bruijn indices
In this paper we present an average-case analysis of closed lambda terms with restricted values of De Bruijn indices in the model where each occurrence of a variable contributes one to the size. Given a fixed integer k, a lambda term in which all De Bruijn indices are bounded by k has the following shape: It starts with k De Bruijn levels, forming the so-called hat of the term, to which some number of k-colored Motzkin trees are attached. By means of analytic combinatorics, we show that the size of this hat is constant on average and that the average number of De Bruijn levels of k-colored Motzkin trees of size n is asymptotically Θ(√ n). Combining these two facts, we conclude that the maximal non-empty De Bruijn level in a lambda term with restrictions on De Bruijn indices and of size n is, on average, also of order √ n. On this basis, we provide the average unary profile of such lambda terms
Combinatorics of explicit substitutions
is an extension of the -calculus which
internalises the calculus of substitutions. In the current paper, we
investigate the combinatorial properties of focusing on the
quantitative aspects of substitution resolution. We exhibit an unexpected
correspondence between the counting sequence for -terms and
famous Catalan numbers. As a by-product, we establish effective sampling
schemes for random -terms. We show that typical
-terms represent, in a strong sense, non-strict computations
in the classic -calculus. Moreover, typically almost all substitutions
are in fact suspended, i.e. unevaluated, under closures. Consequently, we argue
that is an intrinsically non-strict calculus of explicit
substitutions. Finally, we investigate the distribution of various redexes
governing the substitution resolution in and investigate the
quantitative contribution of various substitution primitives
Almost Every Simply Typed Lambda-Term Has a Long Beta-Reduction Sequence
It is well known that the length of a beta-reduction sequence of a simply
typed lambda-term of order k can be huge; it is as large as k-fold exponential
in the size of the lambda-term in the worst case. We consider the following
relevant question about quantitative properties, instead of the worst case: how
many simply typed lambda-terms have very long reduction sequences? We provide a
partial answer to this question, by showing that asymptotically almost every
simply typed lambda-term of order k has a reduction sequence as long as
(k-1)-fold exponential in the term size, under the assumption that the arity of
functions and the number of variables that may occur in every subterm are
bounded above by a constant. To prove it, we have extended the infinite monkey
theorem for strings to a parametrized one for regular tree languages, which may
be of independent interest. The work has been motivated by quantitative
analysis of the complexity of higher-order model checking
Statistical properties of lambda terms
We present a quantitative, statistical analysis of random lambda terms in the
de Bruijn notation. Following an analytic approach using multivariate
generating functions, we investigate the distribution of various combinatorial
parameters of random open and closed lambda terms, including the number of
redexes, head abstractions, free variables or the de Bruijn index value
profile. Moreover, we conduct an average-case complexity analysis of finding
the leftmost-outermost redex in random lambda terms showing that it is on
average constant. The main technical ingredient of our analysis is a novel
method of dealing with combinatorial parameters inside certain infinite,
algebraic systems of multivariate generating functions. Finally, we briefly
discuss the random generation of lambda terms following a given skewed
parameter distribution and provide empirical results regarding a series of more
involved combinatorial parameters such as the number of open subterms and
binding abstractions in closed lambda terms.Comment: Major revision of section 5. In particular, proofs of Lemma 5.7 and
Theorem 5.
Statistical properties of lambda terms
We present a quantitative, statistical analysis of random lambda terms in the De Bruijn notation. Following an analytic approach using multivariate generat-ing functions, we investigate the distribution of various combinatorial parameters of random open and closed lambda terms, including the number of redexes, head abstractions, free variables or the De Bruijn index value profile. Moreover, we con-duct an average-case complexity analysis of finding the leftmost-outermost redex in random lambda terms showing that it is on average constant. The main technical
ingredient of our analysis is a novel method of dealing with combinatorial paramet-ers inside certain infinite, algebraic systems of multivariate generating functions. Finally, we briefly discuss the random generation of lambda terms following a given skewed parameter distribution and provide empirical results regarding a series of more involved combinatorial parameters such as the number of open subterms and binding abstractions in closed lambda terms