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Andrews [Generalized Frobenius Partitions, Memoirs of the American Mathematical Society, 301 (American Mathematical Society, Providence, RI, 1984)] defined two families of functions,
$\phi _k(n)$
and
$c\phi _k(n),$
enumerating two types of combinatorial objects which he called generalised Frobenius partitions. Andrews proved a number of Ramanujan-like congruences satisfied by specific functions within these two families. Numerous other authors proved similar results for these functions, often with a view towards a specific choice of the parameter
$k.$
Our goal is to identify an infinite family of values of k such that
$\phi _k(n)$
is even for all n in a specific arithmetic progression; in particular, we prove that, for all positive integers
$\ell ,$
all primes
$p\geq 5$
and all values
$r, 0 < r < p,$
such that
$24r+1$
is a quadratic nonresidue modulo
$p,$
for all
$n\geq 0.$
Our proof of this result is truly elementary, relying on a lemma from Andrews’ memoir, classical q-series results and elementary generating function manipulations. Such a result, which holds for infinitely many values of
$k,$
is rare in the study of arithmetic properties satisfied by generalised Frobenius partitions, primarily because of the unwieldy nature of the generating functions in question.
Empirical studies (e.g. Jiang et al. (2015) and Mislove et al. (2007)) show that online social networks have not only in- and out-degree distributions with Pareto-like tails, but also a high proportion of reciprocal edges. A classical directed preferential attachment (PA) model generates in- and out-degree distributions with power-law tails, but the theoretical properties of the reciprocity feature in this model have not yet been studied. We derive asymptotic results on the number of reciprocal edges between two fixed nodes, as well as the proportion of reciprocal edges in the entire PA network. We see that with certain choices of parameters, the proportion of reciprocal edges in a directed PA network is close to 0, which differs from the empirical observation. This points out one potential problem of fitting a classical PA model to a given network dataset with high reciprocity, and indicates that alternative models need to be considered.
We study the first-order consequences of Ramsey’s Theorem for k-colourings of n-tuples, for fixed
$n, k \ge 2$
, over the relatively weak second-order arithmetic theory
$\mathrm {RCA}^*_0$
. Using the Chong–Mourad coding lemma, we show that in a model of
$\mathrm {RCA}^*_0$
that does not satisfy
$\Sigma ^0_1$
induction,
$\mathrm {RT}^n_k$
is equivalent to its relativization to any proper
$\Sigma ^0_1$
-definable cut, so its truth value remains unchanged in all extensions of the model with the same first-order universe.
We give a complete axiomatization of the first-order consequences of
$\mathrm {RCA}^*_0 + \mathrm {RT}^n_k$
for
$n \ge 3$
. We show that they form a non-finitely axiomatizable subtheory of
$\mathrm {PA}$
whose
$\Pi _3$
fragment coincides with
$\mathrm {B} \Sigma _1 + \exp $
and whose
$\Pi _{\ell +3}$
fragment for
$\ell \ge 1$
lies between
$\mathrm {I} \Sigma _\ell \Rightarrow \mathrm {B} \Sigma _{\ell +1}$
and
$\mathrm {B} \Sigma _{\ell +1}$
. We also give a complete axiomatization of the first-order consequences of
$\mathrm {RCA}^*_0 + \mathrm {RT}^2_k + \neg \mathrm {I} \Sigma _1$
. In general, we show that the first-order consequences of
$\mathrm {RCA}^*_0 + \mathrm {RT}^2_k$
form a subtheory of
$\mathrm {I} \Sigma _2$
whose
$\Pi _3$
fragment coincides with
$\mathrm {B} \Sigma _1 + \exp $
and whose
$\Pi _4$
fragment is strictly weaker than
$\mathrm {B} \Sigma _2$
but not contained in
$\mathrm {I} \Sigma _1$
.
Additionally, we consider a principle
$\Delta ^0_2$
-
$\mathrm {RT}^2_2$
which is defined like
$\mathrm {RT}^2_2$
but with both the
$2$
-colourings and the solutions allowed to be
$\Delta ^0_2$
-sets rather than just sets. We show that the behaviour of
$\Delta ^0_2$
-
$\mathrm {RT}^2_2$
over
$\mathrm {RCA}_0 + \mathrm {B}\Sigma ^0_2$
is in many ways analogous to that of
$\mathrm {RT}^2_2$
over
$\mathrm {RCA}^*_0$
, and that
$\mathrm {RCA}_0 + \mathrm {B} \Sigma ^0_2 + \Delta ^0_2$
-
$\mathrm {RT}^2_2$
is
$\Pi _4$
- but not
$\Pi _5$
-conservative over
$\mathrm {B} \Sigma _2$
. However, the statement we use to witness failure of
$\Pi _5$
-conservativity is not provable in
$\mathrm {RCA}_0 +\mathrm {RT}^2_2$
.
In 1975 Bollobás, Erdős, and Szemerédi asked the following question: given positive integers
$n, t, r$
with
$2\le t\le r-1$
, what is the largest minimum degree
$\delta (G)$
among all
$r$
-partite graphs
$G$
with parts of size
$n$
and which do not contain a copy of
$K_{t+1}$
? The
$r=t+1$
case has attracted a lot of attention and was fully resolved by Haxell and Szabó, and Szabó and Tardos in 2006. In this article, we investigate the
$r\gt t+1$
case of the problem, which has remained dormant for over 40 years. We resolve the problem exactly in the case when
$r \equiv -1 \pmod{t}$
, and up to an additive constant for many other cases, including when
$r \geq (3t-1)(t-1)$
. Our approach utilizes a connection to the related problem of determining the maximum of the minimum degrees among the family of balanced
$r$
-partite
$rn$
-vertex graphs of chromatic number at most
$t$
.
The hyperbolic random geometric graph was introduced by Krioukov et al. (Phys. Rev. E82, 2010). Among many equivalent models for the hyperbolic space, we study the d-dimensional Poincaré ball (
$d\ge 2$
), with a general connectivity radius. While many phase transitions are known for the expectation asymptotics of certain subgraph counts, very little is known about the second-order results. Two of the distinguishing characteristics of geometric graphs on the hyperbolic space are the presence of tree-like hierarchical structures and the power-law behaviour of the degree distribution. We aim to reveal such characteristics in detail by investigating the behaviour of sub-tree counts. We show multiple phase transitions for expectation and variance in the resulting hyperbolic geometric graph. In particular, the expectation and variance of the sub-tree counts exhibit an intricate dependence on the degree sequence of the tree under consideration. Additionally, unlike the thermodynamic regime of the Euclidean random geometric graph, the expectation and variance may exhibit different growth rates, which is indicative of power-law behaviour. Finally, we also prove a normal approximation for sub-tree counts using the Malliavin–Stein method of Last et al. (Prob. Theory Relat. Fields165, 2016), along with the Palm calculus for Poisson point processes.
We construct families of translationally invariant, nearest-neighbour Hamiltonians on a 2D square lattice of d-level quantum systems (d constant), for which determining whether the system is gapped or gapless is an undecidable problem. This is true even with the promise that each Hamiltonian is either gapped or gapless in the strongest sense: it is promised to either have continuous spectrum above the ground state in the thermodynamic limit, or its spectral gap is lower-bounded by a constant. Moreover, this constant can be taken equal to the operator norm of the local operator that generates the Hamiltonian (the local interaction strength). The result still holds true if one restricts to arbitrarily small quantum perturbations of classical Hamiltonians. The proof combines a robustness analysis of Robinson’s aperiodic tiling, together with tools from quantum information theory: the quantum phase estimation algorithm and the history state technique mapping Quantum Turing Machines to Hamiltonians.
A hypergraph
$\mathcal{F}$
is non-trivial intersecting if every pair of edges in it have a nonempty intersection, but no vertex is contained in all edges of
$\mathcal{F}$
. Mubayi and Verstraëte showed that for every
$k \ge d+1 \ge 3$
and
$n \ge (d+1)k/d$
every
$k$
-graph
$\mathcal{H}$
on
$n$
vertices without a non-trivial intersecting subgraph of size
$d+1$
contains at most
$\binom{n-1}{k-1}$
edges. They conjectured that the same conclusion holds for all
$d \ge k \ge 4$
and sufficiently large
$n$
. We confirm their conjecture by proving a stronger statement.
They also conjectured that for
$m \ge 4$
and sufficiently large
$n$
the maximum size of a
$3$
-graph on
$n$
vertices without a non-trivial intersecting subgraph of size
$3m+1$
is achieved by certain Steiner triple systems. We give a construction with more edges showing that their conjecture is not true in general.
We establish the mean convergence for multiple ergodic averages with iterates given by distinct fractional powers of primes and related multiple recurrence results. A consequence of our main result is that every set of integers with positive upper density contains patterns of the form
$\{m,m+[p_n^a], m+[p_n^b]\}$
, where
$a,b$
are positive nonintegers and
$p_n$
denotes the nth prime, a property that fails if a or b is a natural number. Our approach is based on a recent criterion for joint ergodicity of collections of sequences, and the bulk of the proof is devoted to obtaining good seminorm estimates for the related multiple ergodic averages. The input needed from number theory are upper bounds for the number of prime k-tuples that follow from elementary sieve theory estimates and equidistribution results of fractional powers of primes in the circle.
A conjecture of Alon, Krivelevich and Sudakov states that, for any graph
$F$
, there is a constant
$c_F \gt 0$
such that if
$G$
is an
$F$
-free graph of maximum degree
$\Delta$
, then
$\chi\!(G) \leqslant c_F \Delta/ \log\!\Delta$
. Alon, Krivelevich and Sudakov verified this conjecture for a class of graphs
$F$
that includes all bipartite graphs. Moreover, it follows from recent work by Davies, Kang, Pirot and Sereni that if
$G$
is
$K_{t,t}$
-free, then
$\chi\!(G) \leqslant (t + o(1)) \Delta/ \log\!\Delta$
as
$\Delta \to \infty$
. We improve this bound to
$(1+o(1)) \Delta/\log\!\Delta$
, making the constant factor independent of
$t$
. We further extend our result to the DP-colouring setting (also known as correspondence colouring), introduced by Dvořák and Postle.
Let
${\mathbb{G}(n_1,n_2,m)}$
be a uniformly random m-edge subgraph of the complete bipartite graph
${K_{n_1,n_2}}$
with bipartition
$(V_1, V_2)$
, where
$n_i = |V_i|$
,
$i=1,2$
. Given a real number
$p \in [0,1]$
such that
$d_1 \,{:\!=}\, pn_2$
and
$d_2 \,{:\!=}\, pn_1$
are integers, let
$\mathbb{R}(n_1,n_2,p)$
be a random subgraph of
${K_{n_1,n_2}}$
with every vertex
$v \in V_i$
of degree
$d_i$
,
$i = 1, 2$
. In this paper we determine sufficient conditions on
$n_1,n_2,p$
and m under which one can embed
${\mathbb{G}(n_1,n_2,m)}$
into
$\mathbb{R}(n_1,n_2,p)$
and vice versa with probability tending to 1. In particular, in the balanced case
$n_1=n_2$
, we show that if
$p\gg\log n/n$
and
$1 - p \gg \left(\log n/n \right)^{1/4}$
, then for some
$m\sim pn^2$
, asymptotically almost surely one can embed
${\mathbb{G}(n_1,n_2,m)}$
into
$\mathbb{R}(n_1,n_2,p)$
, while for
$p\gg\left(\log^{3} n/n\right)^{1/4}$
and
$1-p\gg\log n/n$
the opposite embedding holds. As an extension, we confirm the Kim–Vu Sandwich Conjecture for degrees growing faster than
$(n \log n)^{3/4}$
.
Hadwiger’s conjecture asserts that every graph without a
$K_t$
-minor is
$(t-1)$
-colourable. It is known that the exact version of Hadwiger’s conjecture does not extend to list colouring, but it has been conjectured by Kawarabayashi and Mohar (2007) that there exists a constant
$c$
such that every graph with no
$K_t$
-minor has list chromatic number at most
$ct$
. More specifically, they also conjectured that this holds for
$c=\frac{3}{2}$
.
Refuting the latter conjecture, we show that the maximum list chromatic number of graphs with no
$K_t$
-minor is at least
$(2-o(1))t$
, and hence
$c \ge 2$
in the above conjecture is necessary. This improves the previous best lower bound by Barát, Joret and Wood (2011), who proved that
$c \ge \frac{4}{3}$
. Our lower-bound examples are obtained via the probabilistic method.
For a subgraph
$G$
of the blow-up of a graph
$F$
, we let
$\delta ^*(G)$
be the smallest minimum degree over all of the bipartite subgraphs of
$G$
induced by pairs of parts that correspond to edges of
$F$
. Johansson proved that if
$G$
is a spanning subgraph of the blow-up of
$C_3$
with parts of size
$n$
and
$\delta ^*(G) \ge \frac{2}{3}n + \sqrt{n}$
, then
$G$
contains
$n$
vertex disjoint triangles, and presented the following conjecture of Häggkvist. If
$G$
is a spanning subgraph of the blow-up of
$C_k$
with parts of size
$n$
and
$\delta ^*(G) \ge \left(1 + \frac 1k\right)\frac n2 + 1$
, then
$G$
contains
$n$
vertex disjoint copies of
$C_k$
such that each
$C_k$
intersects each of the
$k$
parts exactly once. A similar conjecture was also made by Fischer and the case
$k=3$
was proved for large
$n$
by Magyar and Martin.
In this paper, we prove the conjecture of Häggkvist asymptotically. We also pose a conjecture which generalises this result by allowing the minimum degree conditions in each bipartite subgraph induced by pairs of parts of
$G$
to vary. We support this new conjecture by proving the triangle case. This result generalises Johannson’s result asymptotically.
A graph
$H$
is common if the number of monochromatic copies of
$H$
in a 2-edge-colouring of the complete graph
$K_n$
is asymptotically minimised by the random colouring. Burr and Rosta, extending a famous conjecture of Erdős, conjectured that every graph is common. The conjectures of Erdős and of Burr and Rosta were disproved by Thomason and by Sidorenko, respectively, in the late 1980s. Collecting new examples of common graphs had not seen much progress since then, although very recently a few more graphs were verified to be common by the flag algebra method or the recent progress on Sidorenko’s conjecture. Our contribution here is to provide several new classes of tripartite common graphs. The first example is the class of so-called triangle trees, which generalises two theorems by Sidorenko and answers a question of Jagger, Šťovíček, and Thomason from 1996. We also prove that, somewhat surprisingly, given any tree
$T$
, there exists a triangle tree such that the graph obtained by adding
$T$
as a pendant tree is still common. Furthermore, we show that adding arbitrarily many apex vertices to any connected bipartite graph on at most
$5$
vertices yields a common graph.
We show that the diameter of a uniformly drawn spanning tree of a simple connected graph on n vertices with minimal degree linear in n is typically of order
$\sqrt{n}$
. A byproduct of our proof, which is of independent interest, is that on such graphs the Cheeger constant and the spectral gap are comparable.
The random-cluster model is a unifying framework for studying random graphs, spin systems and electrical networks that plays a fundamental role in designing efficient Markov Chain Monte Carlo (MCMC) sampling algorithms for the classical ferromagnetic Ising and Potts models. In this paper, we study a natural non-local Markov chain known as the Chayes–Machta (CM) dynamics for the mean-field case of the random-cluster model, where the underlying graph is the complete graph on n vertices. The random-cluster model is parametrised by an edge probability p and a cluster weight q. Our focus is on the critical regime:
$p = p_c(q)$
and
$q \in (1,2)$
, where
$p_c(q)$
is the threshold corresponding to the order–disorder phase transition of the model. We show that the mixing time of the CM dynamics is
$O({\log}\ n \cdot \log \log n)$
in this parameter regime, which reveals that the dynamics does not undergo an exponential slowdown at criticality, a surprising fact that had been predicted (but not proved) by statistical physicists. This also provides a nearly optimal bound (up to the
$\log\log n$
factor) for the mixing time of the mean-field CM dynamics in the only regime of parameters where no non-trivial bound was previously known. Our proof consists of a multi-phased coupling argument that combines several key ingredients, including a new local limit theorem, a precise bound on the maximum of symmetric random walks with varying step sizes and tailored estimates for critical random graphs. In addition, we derive an improved comparison inequality between the mixing time of the CM dynamics and that of the local Glauber dynamics on general graphs; this results in better mixing time bounds for the local dynamics in the mean-field setting.
The classical Andrásfai-Erdős-Sós theorem considers the chromatic number of
$K_{r + 1}$
-free graphs with large minimum degree, and in the case,
$r = 2$
says that any n-vertex triangle-free graph with minimum degree greater than
$2/5 \cdot n$
is bipartite. This began the study of the chromatic profile of triangle-free graphs: for each k, what minimum degree guarantees that a triangle-free graph is k-colourable? The chromatic profile has been extensively studied and was finally determined by Brandt and Thomassé. Triangle-free graphs are exactly those in which each neighbourhood is one-colourable. As a natural variant, Luczak and Thomassé introduced the notion of a locally bipartite graph in which each neighbourhood is 2-colourable. Here we study the chromatic profile of the family of graphs in which every neighbourhood is b-colourable (locally b-partite graphs) as well as the family where the common neighbourhood of every a-clique is b-colourable. Our results include the chromatic thresholds of these families (extending a result of Allen, Böttcher, Griffiths, Kohayakawa and Morris) as well as showing that every n-vertex locally b-partite graph with minimum degree greater than
$(1 - 1/(b + 1/7)) \cdot n$
is
$(b + 1)$
-colourable. Understanding these locally colourable graphs is crucial for extending the Andrásfai-Erdős-Sós theorem to non-complete graphs, which we develop elsewhere.
We show that after forcing with a countable support iteration or a finite product of Sacks or splitting forcing over L, every analytic hypergraph on a Polish space admits a
$\mathbf {\Delta }^1_2$
maximal independent set. This extends an earlier result by Schrittesser (see [25]). As a main application we get the consistency of
$\mathfrak {r} = \mathfrak {u} = \mathfrak {i} = \omega _2$
together with the existence of a
$\Delta ^1_2$
ultrafilter, a
$\Pi ^1_1$
maximal independent family, and a
$\Delta ^1_2$
Hamel basis. This solves open problems of Brendle, Fischer, and Khomskii [5] and the author [23]. We also show in ZFC that
$\mathfrak {d} \leq \mathfrak {i}_{cl}$
, addressing another question from [5].
For a uniform random labelled tree, we find the limiting distribution of tree parameters which are stable (in some sense) with respect to local perturbations of the tree structure. The proof is based on the martingale central limit theorem and the Aldous–Broder algorithm. In particular, our general result implies the asymptotic normality of the number of occurrences of any given small pattern and the asymptotic log-normality of the number of automorphisms.