Daniel Krenn

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12ranked-venue papers
3as first author
6since 2021 · last 2024
0000-0001-8076-8535ORCID · verified

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Theory of computation · 12 · 3 first-author · 6 since 2021
YearPublicationVenuePosition
2024 Analysis of Regular Sequences: Summatory Functions and Divide-And-Conquer Recurrences
abstract
In the asymptotic analysis of regular sequences as defined by Allouche and Shallit, it is usually advisable to study their summatory function because the original sequence has a too fluctuating behaviour. It might be that the process of taking the summatory function has to be repeated if the sequence is fluctuating too much. In this paper we show that for all regular sequences except for some degenerate cases, repeating this process finitely many times leads to a "nice" asymptotic expansion containing periodic fluctuations whose Fourier coefficients can be computed using the results on the asymptotics of the summatory function of regular sequences by the first two authors of this paper. In a recent paper, Hwang, Janson, and Tsai perform a thorough investigation of divide-and-conquer recurrences. These can be seen as 2-regular sequences. By considering them as the summatory function of their forward difference, the results on the asymptotics of the summatory function of regular sequences become applicable. We thoroughly investigate the case of a polynomial toll function.
Clemens Heuberger, Daniel Krenn, Tobias Lechner
AofA2
2024 A note on the relation between recognisable series and regular sequences, and their minimal linear representations
abstract
In this note, we precisely elaborate the connection between recognisable series (in the sense of Berstel and Reutenauer) and q-regular sequences (in the sense of Allouche and Shallit) via their linear representations. In particular, we show that the minimisation algorithm for recognisable series can also be used to minimise linear representations of q-regular sequences.
Clemens Heuberger, Daniel Krenn, Gabriel F. Lipnik
J. Symb. Comput.2
2023 A characterization of graphs with regular distance-2 graphs
abstract
For non-negative integers k, we consider graphs in which every vertex has exactly k vertices at distance 2, i.e., graphs whose distance-2 graphs are k-regular. We call such graphs k-metamour-regular motivated by the terminology in polyamory. While constructing k-metamour-regular graphs is relatively easy – we provide a generic construction for arbitrary k – finding all such graphs is much more challenging. We show that only k-metamour-regular graphs with a certain property cannot be built with this construction. Moreover, we derive a complete characterization of k-metamour-regular graphs for each k=0, k=1 and k=2. In particular, a connected graph with n vertices is 2-metamour-regular if and only if n≥5 and the graph is a join of complements of cycles (equivalently every vertex has degree n−3), a cycle, or one of 17 exceptional graphs with n≤8. Moreover, a characterization of graphs in which every vertex has at most one metamour is acquired. Each characterization is accompanied by an investigation of the corresponding counting sequence of unlabeled graphs.
Elisabeth Gaar, Daniel Krenn
Discret. Appl. Math.2
2022 Asymptotic Analysis of q-Recursive Sequences
abstract
Abstract For an integer $$q\ge 2$$ q≥2 , aq-recursive sequence is defined by recurrence relations on subsequences of indices modulo some powers of q. In this article,q-recursive sequences are studied and the asymptotic behavior of their summatory functions is analyzed. It is shown that everyq-recursive sequence isq-regular in the sense of Allouche and Shallit and that aq-linear representation of the sequence can be computed easily by using the coefficients from the recurrence relations. Detailed asymptotic results forq-recursive sequences are then obtained based on a general result on the asymptotic analysis ofq-regular sequences. Three particular sequences are studied in detail: We discuss the asymptotic behavior of the summatory functions of Stern’s diatomic sequence, the number of non-zero elements in some generalized Pascal’s triangle and the number of unbordered factors in the Thue–Morse sequence. For the first two sequences, our analysis even leads to precise formulæ without error terms.
Clemens Heuberger, Daniel Krenn, Gabriel F. Lipnik
Algorithmica2
2022 Decidability and k-regular sequences
abstract
In this paper we consider a number of natural decision problems involving k-regular sequences. Specifically, they arise from considering lower and upper bounds on growth rate; in particular boundedness, images, regularity (recognizability by a deterministic finite automaton) of preimages, and factors, such as squares and palindromes,
Daniel Krenn, Jeffrey Shallit
Theor. Comput. Sci.1
2021 Towards a computational proof of Vizing's conjecture using semidefinite programming and sums-of-squares
abstract
Vizing's conjecture (open since 1968) relates the product of the domination numbers of two graphs to the domination number of their Cartesian product graph. In this paper, we formulate Vizing's conjecture as a Positivstellensatz existence question. In particular, we select classes of graphs according to their number of vertices and their domination number and encode the conjecture as an ideal/polynomial pair such that the polynomial is non-negative on the variety associated with the ideal if and only if the conjecture is true for this graph class. Using semidefinite programming we obtain numeric sum-of-squares certificates, which we then manage to transform into symbolic certificates confirming non-negativity of our polynomials. Specifically, we obtain exact low-degree sparse sum-of-squares certificates for particular classes of graphs. The obtained certificates allow generalizations for larger graph classes. Besides computational verification of these more general certificates, we also present theoretical proofs as well as conjectures and questions for further investigations.
Elisabeth Gaar, Daniel Krenn, Susan Margulies, Angelika Wiegele
J. Symb. Comput.2
2020 Asymptotic Analysis of Regular Sequences
abstract
Abstract In this article, q-regular sequences in the sense of Allouche and Shallit are analysed asymptotically. It is shown that the summatory function of a regular sequence can asymptotically be decomposed as a finite sum of periodic fluctuations multiplied by a scaling factor. Each of these terms corresponds to an eigenvalue of the sum of matrices of a linear representation of the sequence; only the eigenvalues of absolute value larger than the joint spectral radius of the matrices contribute terms which grow faster than the error term. The paper has a particular focus on the Fourier coefficients of the periodic fluctuations: they are expressed as residues of the corresponding Dirichlet generating function. This makes it possible to compute them in an efficient way. The asymptotic analysis deals with Mellin–Perron summations and uses two arguments to overcome convergence issues, namely Hölder regularity of the fluctuations together with a pseudo-Tauberian argument. Apart from the very general result, three examples are discussed in more detail: sequences defined as the sum of outputs written by a transducer when reading a q-ary expansion of the input; the amount of esthetic numbers in the first N natural numbers; and the number of odd entries in the rows of Pascal’s rhombus. For these examples, very precise asymptotic formulæ are presented. In the latter two examples, prior to this analysis only rough estimates were known.
Clemens Heuberger, Daniel Krenn
Algorithmica2
2019 An Optimization-Based Sum-of-Squares Approach to Vizing's Conjecture
abstract
Vizing's conjecture (open since 1968) relates the sizes of dominating sets in two graphs to the size of a dominating set in their Cartesian product graph. In this paper, we formulate Vizing's conjecture itself as a Positivstellensatz existence question. In particular, we encode the conjecture as an ideal/polynomial pair such that the polynomial is nonnegative if and only if the conjecture is true. We demonstrate how to use semidefinite optimization techniques to computationally obtain numeric sum-of-squares certificates, and then show how to transform these numeric certificates into symbolic certificates approving nonnegativity of our polynomial.
Elisabeth Gaar, Angelika Wiegele, Daniel Krenn, Susan Margulies
ISSAC3
2018 Analysis of Summatory Functions of Regular Sequences: Transducer and Pascal's Rhombus
abstract
The summatory function of a $q$-regular sequence in the sense of Allouche and Shallit is analysed asymptotically. The result is a sum of periodic fluctuations for eigenvalues of absolute value larger than the joint spectral radius of the matrices of a linear representation of the sequence. The Fourier coefficients of the fluctuations are expressed in terms of residues of the corresponding Dirichlet generating function. A known pseudo Tauberian argument is extended in order to overcome convergence problems in Mellin--Perron summation. Two examples are discussed in more detail: The case of sequences defined as the sum of outputs written by a transducer when reading a $q$ary expansion of the input and the number of odd entries in the rows of Pascal's rhombus.
Clemens Heuberger, Daniel Krenn, Helmut Prodinger
AofA2
2016 Compositions into Powers of b: Asymptotic Enumeration and Parameters
abstract
For a fixed integer base $$b\ge 2$$ , we consider the number of compositions of 1 into a given number of powers of b and, related, the maximum number of representations a positive integer can have as an ordered sum of powers of b. We study the asymptotic growth of those numbers and give precise asymptotic formulae for them, thereby improving on earlier results of Molteni. Our approach uses generating functions, which we obtain from infinite transfer matrices. With the same techniques the distribution of the largest denominator and the number of distinct parts are investigated.
Daniel Krenn, Stephan G. Wagner
Algorithmica1
2015 Canonical Trees, Compact Prefix-Free Codes, and Sums of Unit Fractions: A Probabilistic Analysis
abstract
For fixed $t\ge 2$, we consider the class of representations of $1$ as a sum of unit fractions whose denominators are powers of $t$, or equivalently the class of canonical compact $t$-ary Huffman codes, or equivalently rooted $t$-ary plane “canonical” trees. We study the probabilistic behavior of the height (limit distribution is shown to be normal), the number of distinct summands (normal distribution), the path length (normal distribution), the width (main term of the expectation and concentration property), and the number of leaves at maximum distance from the root (discrete distribution).
Clemens Heuberger, Daniel Krenn, Stephan G. Wagner
SIAM J. Discret. Math.2
2013 Analysis of the width-ww non-adjacent form in conjunction with hyperelliptic curve cryptography and with lattices
abstract
In this work the number of occurrences of a fixed non-zero digit in the width-[Formula: see text] non-adjacent forms of all elements of a lattice in some region (e.g. a ball) is analysed. As bases, expanding endomorphisms with eigenvalues of the same absolute value are allowed. Applications of the main result are on numeral systems with an algebraic integer as base. Those come from efficient scalar multiplication methods (Frobenius-and-add methods) in hyperelliptic curves cryptography, and the result is needed for analysing the running time of such algorithms. The counting result itself is an asymptotic formula, where its main term coincides with the full block length analysis. In its second order term a periodic fluctuation is exhibited. The proof follows Delange's method.
Daniel Krenn
Theor. Comput. Sci.1