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Simplex graph

Simplex graph is a science topic covered in the lgStudy science library. This page brings together a partial reference excerpt, illustrations, worked examples, real-world applications and a short study plan, so you can understand Simplex graph rather than just read about it. In short: In graph theory, a branch of mathematics, the simplex graph κ(G) of an undirected graph G is itself a graph, with one node for each clique (a set of mutually adjacent vertices) in G. Two nodes of κ(G) are linked by an edge whenever the corresponding two cliques differ in the presence or absence of a single vertex.

Simplex graph — main illustration
Simplex graph — illustration

Key takeaways

  • Simplex graph belongs to science; place it in that map before memorising details.
  • Learn the definition first, then one example that makes the definition concrete.
  • Connect Simplex graph to a quantity you can measure, compute or draw — that is where exam questions come from.
  • Reproduce the core statement of Simplex graph from memory before moving on to harder problems.

Reference excerpt

In graph theory, a branch of mathematics, the simplex graph κ(G) of an undirected graph G is itself a graph, with one node for each clique (a set of mutually adjacent vertices) in G. Two nodes of κ(G) are linked by an edge whenever the corresponding two cliques differ in the presence or absence of a single vertex. The empty set is included as one of the cliques of G that are used to form the clique graph, as is every set of one vertex and every set of two adjacent vertices. Therefore, the simplex graph contains within it a subdivision of G itself. The simplex graph of a complete graph is a hypercube graph, and the simplex graph of a cycle graph of length four or more is a gear graph. The simplex graph of the complement graph of a path graph is a Fibonacci cube. The complete subgraphs of G can be given the structure of a median algebra: the median of three cliques A, B, and C is formed by the vertices that belong to a majority of the three cliques. Any two vertices belonging to this median set must both belong to at least one of A, B, or C, and therefore must be linked by an edge, so the median of three cliques is itself a clique. The simplex graph is the median graph corresponding to this median algebra structure. When G is the complement graph of a bipartite graph, the cliques of G can be given a stronger structure as a distributive lattice, and in this case the simplex graph is the graph of the lattice. As is true for median graphs more generally, every simplex graph is itself bipartite. The simplex graph has one vertex for every simplex in the clique complex X(G) of G, and two vertices are linked by an edge when one of the two corresponding simplexes is a facet of the other. Thus, the objects (vertices in the simplex graph, simplexes in X(G)) and relations between objects (edges in the simplex graph, inclusion relations between simplexes in X(G)) are in one-to-one correspondence between X(G) and κ(G). Simplex graphs were introduced by Bandelt & van de Vel (1989), who observed that a simplex graph has no cubes if and only if the underlying graph is triangle-free, and showed that the chromatic number of the underlying graph equals the minimum number n such that the simplex graph can be isometrically embedded into a Cartesian product of n trees. As a consequence of the existence of triangle-free graphs with high chromatic number, they showed that there exist two-dimensional topological median algebras that cannot be embedded into products of finitely many real trees. Imrich, Klavžar & Mulder (1999) also use simplex graphs as part of their proof that testing whether a graph is triangle-free or whether it is a median graph may be performed equally quickly.

Notes

References Bandelt, H.-J.; Chepoi, V. (2008), "Metric graph theory and geometry: a survey", in Goodman, J.E.; Pach, J.; Pollack, R. (eds.), Surveys on Discrete and Computational Geometry: Twenty Years Later, Contemp. Math., vol. 453, Providence, RI: AMS, pp. 49–86. Bandelt, H.-J.; van de Vel, M. (1989), "Embedding topological median algebras in products of dendrons", Proceedings of the London Mathematical Society, s3-58 (3): 439–453, doi:10.1112/plms/s3-58.3.439{{citation}}: CS1 maint: deprecated archival service (link). Barthélemy, J.-P.; Leclerc, B.; Monjardet, B. (1986), "On the use of ordered sets in problems of comparison and consensus of classifications", Journal of Classification, 3 (2): 187–224, doi:10.1007/BF01894188, S2CID 6092438. Imrich, Wilfried; Klavžar, Sandi; Mulder, Henry Martyn (1999), "Median graphs and triangle-free graphs", SIAM Journal on Discrete Mathematics, 12 (1): 111–118, CiteSeerX 10.1.1.28.5906, doi:10.1137/S0895480197323494, MR 1666073 {{citation}}: Cite uses deprecated parameter |citeseerx= (help). Propp, James (1997), "Generating random elements of finite distributive lattices", Electronic Journal of Combinatorics, 4 (2) R15, arXiv:math.CO/9801066, doi:10.37236/1330, S2CID 13313188.

Illustrations

Simplex graph: A graph G and the corresponding simplex graph κ(G). The blue-colored node in κ(G) corresponds to the zero-vertex clique in G (the empty set), and the magenta node corresponds to the 3-vertex clique.
A graph G and the corresponding simplex graph κ(G). The blue-colored node in κ(G) corresponds to the zero-vertex clique in G (the empty set), and the magenta node corresponds to the 3-vertex clique.

Worked examples

Example 1 — a first encounter with Simplex graph

Start with the simplest possible case. Write down what Simplex graph claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In science, the smallest case is usually a single object, a single equation or a single measurement. Check that every symbol or term in your sentence has a meaning in that case.

Example 2 — changing one variable

Take the situation from Example 1 and change exactly one quantity: double it, halve it, or set it to zero. Predict what should happen to Simplex graph before you calculate. Comparing your prediction with the result is the fastest way to find out whether you understand the idea or only the words.

Example 3 — an exam-style question

Typical questions about Simplex graph ask you to (a) state it precisely, (b) apply it to given data, and (c) explain a limitation. Practise writing all three answers in under five minutes; the third part is what separates a full-mark answer from an average one.

Applications of Simplex graph

In research
Simplex graph appears in science research whenever the underlying quantities have to be modelled precisely. Papers usually cite it as a starting assumption and then explore where it breaks down.
In technology and industry
Engineering practice reuses Simplex graph in design rules, simulations and safety margins. Knowing the idea lets you read a specification sheet and understand why the numbers look the way they do.
In the classroom
Simplex graph is common in secondary-school and first-year university syllabi. It links to neighbouring topics Bipartite graphs, Graph families, Graph operations, so understanding it makes those chapters shorter.
In everyday life
Look for Simplex graph outside the textbook — in sport, cooking, traffic, electronics or the sky above you. An example you found yourself is remembered far longer than one you were given.

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How to study Simplex graph in 20 minutes

  1. Read the reference excerpt below once, without taking notes.
  2. Close the page and write down what Simplex graph means in your own words.
  3. Compare your version with the excerpt and mark what you missed.
  4. Work through the three examples above with pen and paper.
  5. Explain Simplex graph out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is Simplex graph in simple terms?

In graph theory, a branch of mathematics, the simplex graph κ(G) of an undirected graph G is itself a graph, with one node for each clique (a set of mutually adjacent vertices) in G. Two nodes of κ(G) are linked by an edge whenever the corresponding two cliques differ in the presence or absence of…

Why does Simplex graph matter?

Because it connects several science ideas at once: it gives you a definition you can apply, a quantity you can calculate, and a way to check whether a result is plausible.

How should I study Simplex graph?

Read the excerpt, restate it from memory, then work through the examples and applications listed on this page. The five-step study plan above takes about twenty minutes.

What does this page cover?

It gives you a compact reference excerpt plus original lgStudy explanations, examples, applications and study material on Simplex graph.

Tags

  • Bipartite graphs
  • Graph families
  • Graph operations

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