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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Communications: Duality, chi-Boundedness and Order Density of Homomorphisms of Ordered Graphs</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Michal Čertík</string-name>
          <email>michal.certik@matfyz.cuni.cz</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Jaroslav Nešetřil</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Computer Science Institute, Faculty of Mathematics and Physics, Charles University</institution>
          ,
          <addr-line>Prague</addr-line>
          ,
          <country country="CZ">Czech Republic</country>
        </aff>
      </contrib-group>
      <pub-date>
        <year>2025</year>
      </pub-date>
      <abstract>
        <p>We study homomorphisms between ordered graphs, defined as graphs equipped with a total order on the vertices, and demonstrate that, in contrast to unordered graphs, many of their core structural properties simplify considerably. We prove that ordered graphs admit a unique singleton homomorphism duality and introduce the corresponding notion of  &lt;-boundedness based on ordered chromatic number. We show that all ordered graphs are  &lt;-bounded and establish and prove an ordered graph analogue of the Gyárfás-Sumner conjecture, determining all the forbidden ordered graph classes. Further, we prove a version of the Sparse Incomparability Lemma for ordered graphs and use it to explore the structure of order density and gaps in the ordered homomorphism order. This work identifies monotone matchings as key elements underlying duality, chi-boundedness, order density, and its gaps in this framework.</p>
      </abstract>
      <kwd-group>
        <kwd>eol&gt;Ordered Graph</kwd>
        <kwd>Homomorphism</kwd>
        <kwd>Singleton Duality</kwd>
        <kwd>chi-Boundedness</kwd>
        <kwd>Order Density</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>retract of  and that every ordered graph maps to a unique ordered core (up to isomorphism). The
structure of ordered cores will help us streamline reasoning about dualities and order density.</p>
      <p>A singleton homomorphism duality is a pair (, ) such that  ↛  if and only if  →  for all
ordered graphs . We show that for each ordered graph , there exists only one such pair for ordered
graphs.</p>
      <p>We then define subgraphs that are unavoidable in large chromatic number ordered graphs (see Figure
2).</p>
      <p>• Monotone matching  is an ordered graph with 2 vertices , ,  = 1, . . . , , with ordering
1 &lt; 1 &lt; 2 &lt; 2 &lt; . . . &lt;  &lt;  and edges {, },  = 1, . . . , .  are left vertices,  are
right vertices.
•  is  together with all edges {,  },  &lt; .
•  is  together with all edges {,  },  &lt; .</p>
      <p>• + is just  ∪ .</p>
      <p>We show that these serve as canonical obstructions and key elements (in case of monotone matchings)
in the  &lt;-boundedness and duality results for ordered graphs, respectively.</p>
      <p>Lastly, let  &lt;  if  →  and  ↛ . For ordered graphs 1, 2, we say that (1, 2) is a gap
if 1 &lt; 2 and there is no  , such that 1 &lt;  &lt; 2.</p>
      <p>
        This communication states the results; detailed proofs will appear in a forthcoming full version. The
partial version with proofs of duality and  &lt;-boundedness results can be found in [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ].
      </p>
    </sec>
    <sec id="sec-2">
      <title>2. Motivation</title>
      <p>
        The study of graph homomorphisms has a long tradition in structural combinatorics and theoretical
computer science, starting from early work on graph colorings and constraint satisfaction problems.
The concept of homomorphism duality was developed as a way to characterize the solvability of such
problems via minimal obstructions (see [
        <xref ref-type="bibr" rid="ref4">4</xref>
        ], [
        <xref ref-type="bibr" rid="ref5">5</xref>
        ]). Ordered graphs, in particular, gained prominence
in the context of structural Ramsey theory [
        <xref ref-type="bibr" rid="ref6">6</xref>
        ], ordered Ramsey numbers [
        <xref ref-type="bibr" rid="ref7">7</xref>
        ], and stability theory in
model theory [
        <xref ref-type="bibr" rid="ref8">8</xref>
        ]. More recently, the interaction between order and combinatorial parameters such as
treewidth and twinwidth has spurred renewed interest in the area (see [
        <xref ref-type="bibr" rid="ref9">9</xref>
        ]).
      </p>
      <p>
        A central motivation for our study of ordered graphs lies in the rich categorical and algorithmic
behavior of ordered homomorphisms. Ordered homomorphisms are naturally related to concepts such
as ordered chromatic number, which in turn naturally relates to extremal results; see, e.g. [
        <xref ref-type="bibr" rid="ref10">10</xref>
        ].
      </p>
      <p>Our results attempt to address foundational questions related to homomorphism dualities, chromatic
bounds, and order density in the category of ordered graphs. Leveraging the additional order structure,
our results provide cleaner and more straightforward characterizations compared to their unordered
counterparts. In particular, the unique singleton duality, explicit greedy algorithms for computing
chromatic number,  &lt;-boundedness, a solution to the Gyárfás-Sumner conjecture in the ordered graphs
setting, and exploring the density and gaps in the homomorphism order show that ordered graphs are a
promising domain for both theoretical and computational exploration.</p>
    </sec>
    <sec id="sec-3">
      <title>3. Core Theorems and Contributions</title>
      <sec id="sec-3-1">
        <title>We separated the results into 4 main sections:</title>
      </sec>
      <sec id="sec-3-2">
        <title>1. Duality of Ordered Graphs</title>
        <sec id="sec-3-2-1">
          <title>2.  &lt;-boundedness of Ordered Graphs</title>
        </sec>
      </sec>
      <sec id="sec-3-3">
        <title>3. Sparse Incomparability Lemma for Ordered Homomorphisms</title>
      </sec>
      <sec id="sec-3-4">
        <title>4. Order Density of Ordered Homomorphisms</title>
        <p>3.1. Duality of Ordered Graphs
In this section, we prove that the only singleton duality for ordered graphs is (, ),  ∈ N, where
 is a ordered monotone matching and  is the ordered complete graph. That is,
Theorem 3.1.  and  is the only pair of ordered cores satisfying  ̸→  if and only if  → ,
for any ordered graph .</p>
        <p>
          This is again in sharp contract with much more intricate dualities for the unordered graph
characterized in [
          <xref ref-type="bibr" rid="ref5">5</xref>
          ].
3.2.  &lt;-boundedness of Ordered Graphs
        </p>
        <sec id="sec-3-4-1">
          <title>In this part, we first show that all ordered graphs are  &lt;-bounded.</title>
          <p>Theorem 3.2. Let  be an ordered graph. Let  be the maximum monotone matching subgraph of .
Then  &lt;() ≤ 2 + 1.</p>
          <p>This result shows that the size of the largest monotone matching directly bounds the chromatic
number of the ordered graph. It also justifies the use of monotone matchings as a bounding template
for the following result.</p>
          <p>Then we prove a stronger (induced) version of the statement 3.2, again borrowing an idea from
unordered graphs, the famous Gyárfás–Sumner conjecture. The conjecture states that for every tree 
and complete graph , the graphs with neither  nor  as induced subgraphs can be properly colored
using only a constant number of colors.</p>
          <p>We shall replace the tree with previously introduced forbidden structures and prove the following
statement.</p>
          <p>Theorem 3.3. Let  be an ordered graph that does not contain any of the following graphs as induced
subgraphs:</p>
          <p>, , , +, ,  ≥ 2, ,  ≥ 3.</p>
          <p>Then there exists  (, , , ) : N4 → N such that  &lt;() ≤  (, , , ).</p>
          <p>
            This corresponds to the well-known conjecture for unordered graphs and provides a clean
characterization in the ordered setting.
3.3. Sparse Incomparability Lemma for Ordered Homomorphisms
In this section, we examine an analogy of the Sparse Incomparability Lemma for ordered graphs. There
are many applications of the Sparse Incomparability Lemma in areas of unordered graphs (see, e.g.,
[
            <xref ref-type="bibr" rid="ref4">4</xref>
            ], [
            <xref ref-type="bibr" rid="ref11">11</xref>
            ], [
            <xref ref-type="bibr" rid="ref12">12</xref>
            ], [
            <xref ref-type="bibr" rid="ref13">13</xref>
            ]). We prove its analog for ordered graphs and apply it in order to determine the order
density of ordered homomorphisms in the following section.
          </p>
          <p>Theorem 3.4. For any ordered graph  and  ∈ N, there exists an ordered matching ′, such that there
exists an ordered homomorphism  : ′ →  and that for any ordered graph , || ≤  there is an
ordered homomorphism  : ′ →  if and only if there is an ordered homomorphism ℎ :  → .
3.4. Order Density of Ordered homomorphisms
We analyze the partial order induced by ordered homomorphisms on the class of ordered cores.</p>
          <p>
            As in [
            <xref ref-type="bibr" rid="ref4">4</xref>
            ], we will transform the quasiorder of ordered homomorphisms on a class of ordered graphs
 into a partial order, by choosing the ordered cores to be representatives of each equivalence class. We
will denote by  the set of all non-isomorphic ordered cores. We then prove the following two results
on order density and gaps of ordered homomorphisms’ order, respectively.
          </p>
          <p>Theorem 3.5. Let  ∈ N, 1 be an ordered graph on at most  vertices and 2 be an ordered core, where
every component of 2 has more than two vertices, and 1 &lt; 2. Then there exists an ordered graph 
such that 1 &lt;  &lt; 2.</p>
          <p>Theorem 3.6. Let 1, 2 ∈, 2 = 1 ∪ , where  is an isolated edge, and 1 &lt; 2. Then (1, 2)
is a gap in partial order  under ≤ .</p>
          <p>
            This investigation reveals that while the ordered homomorphism order is often dense, the presence
of vertices ordering (and corresponding restrictions on ordered homomorphisms) introduces gaps not
seen in unordered graphs (again, see [
            <xref ref-type="bibr" rid="ref4">4</xref>
            ]).
          </p>
        </sec>
      </sec>
    </sec>
    <sec id="sec-4">
      <title>4. Techniques and Proof Strategies</title>
      <sec id="sec-4-1">
        <title>Our key techniques include the following.</title>
        <p>• Greedy Algorithm Analysis: Used to compute  &lt; and to reason about minimal colorings. Its
correctness is proven inductively and the result is used also in the proof of the Singleton Duality
Theorem 3.1 and the  &lt;-boundedness Theorem 3.2.
• Singleton Duality Proof (Theorem 3.1): This result is proved using the monotone invariant
 (), the number of non-intersecting edges in , which ordered homomorphisms must preserve.
• Ramsey-Theoretic Argument: Ramsey’s theorem is a key tool to prove the Gyárfás–Sumner
conjecture analogy Theorem 3.3.
• Sparse Incomparability Lemma (Theorem 3.4): Analogy of the Sparse Incomparability
Lemma for unordered graphs is established and proved for ordered graphs. This is in turn used
in the construction showing the dense order in Theorem 3.5.
• Singleton Duality Applications: We use this result in proving the  &lt;-boundedness Theorem
3.2, proving the analogue of the Gyárfás–Sumner conjecture for ordered graphs in Theorem 3.3,
as well as investigating order density and its gaps for ordered homomorphisms.</p>
        <p>These techniques and results allow us to build minimal obstructions for coloring, simulate coloring
processes, and demonstrate density and gaps in ordered homomorphism order.</p>
      </sec>
    </sec>
    <sec id="sec-5">
      <title>5. Conclusion</title>
      <p>
        This work demonstrates that the ordered structure on graphs simplifies many foundational
homomorphism problems. We show that determining a chromatic number of ordered graphs is feasible using an
easy greedy algorithm, which is in sharp contrast to unordered graphs (see [
        <xref ref-type="bibr" rid="ref14">14</xref>
        ]).
      </p>
      <p>
        We provide complete characterizations of singleton dualities, which is significantly simpler, compared
to the unordered graphs setting (see [
        <xref ref-type="bibr" rid="ref5">5</xref>
        ]).
      </p>
      <p>
        We establish and prove  &lt;-boundedness for unordered graphs and extend the incomparability lemma
and order density to this context. Monotone matchings emerge as central obstructions and building
blocks underlying the duality and coloring properties of ordered graphs. In the submitted article [
        <xref ref-type="bibr" rid="ref15">15</xref>
        ],
we focus on exploring the complexities and parameterized complexities of problems associated with
ordered matchings.
      </p>
      <p>
        We also examine duality and  &lt;-boundedness of ordered relational systems, and show various
complexities and parameterized complexities associated with problems related to the homomorphisms
of ordered graphs and their cores in prepared articles [
        <xref ref-type="bibr" rid="ref16">16</xref>
        ], [
        <xref ref-type="bibr" rid="ref17">17</xref>
        ], [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ], respectively.
      </p>
      <p>Future directions include, e.g., extending the ordered homomorphisms’ order density and gap analysis
and further refine  (, , , ) in the ordered Gyárfás-Sumner context.</p>
    </sec>
    <sec id="sec-6">
      <title>Declaration on Generative AI</title>
      <sec id="sec-6-1">
        <title>The authors have not employed any Generative AI tools.</title>
      </sec>
    </sec>
    <sec id="sec-7">
      <title>Acknowledgments</title>
    </sec>
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