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Permutation graph

Permutation 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 Permutation graph rather than just read about it. In short: In the mathematical field of graph theory, a permutation graph is a graph whose vertices represent the elements of a permutation, and whose edges represent pairs of elements that are reversed by the permutation. Permutation graphs may also be defined geometrically, as the intersection graphs of line segments whose endpoints lie on two parallel lines.

Permutation graph — main illustration
Permutation graph — illustration

Key takeaways

  • Permutation 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 Permutation graph to a quantity you can measure, compute or draw — that is where exam questions come from.
  • Reproduce the core statement of Permutation graph from memory before moving on to harder problems.

Reference excerpt

In the mathematical field of graph theory, a permutation graph is a graph whose vertices represent the elements of a permutation, and whose edges represent pairs of elements that are reversed by the permutation. Permutation graphs may also be defined geometrically, as the intersection graphs of line segments whose endpoints lie on two parallel lines. Different permutations may give rise to the same permutation graph; a given graph has a unique representation (up to permutation symmetry) if it is prime with respect to the modular decomposition.

Definition and characterization If ρ = ( σ 1 , σ 2 , . . . , σ n ) {\displaystyle \rho =(\sigma _{1},\sigma _{2},...,\sigma _{n})} is any permutation of the numbers from 1 {\displaystyle 1} to n {\displaystyle n} , then one may define a permutation graph from σ {\displaystyle \sigma } in which there are n {\displaystyle n} vertices v 1 , v 2 , . . . , v n {\displaystyle v_{1},v_{2},...,v_{n}} , and in which there is an edge v i v j {\displaystyle v_{i}v_{j}} for any two indices i < j {\displaystyle i<j} for which j {\displaystyle j} appears before i {\displaystyle i} in ρ {\displaystyle \rho } . That is, two indices i {\displaystyle i} and j {\displaystyle j} determine an edge in the permutation graph exactly when they determine an inversion in the permutation. Given a permutation σ {\displaystyle \sigma } , one may also determine a set of line segments s i {\displaystyle s_{i}} with endpoints ( i , 0 ) {\displaystyle (i,0)} and ( k , 1 ) {\displaystyle (k,1)} , such that σ k = i {\displaystyle \sigma _{k}=i} . The endpoints of these segments lie on the two parallel lines y = 0 {\displaystyle y=0} and y = 1 {\displaystyle y=1} , and two segments have a non-empty intersection if and only if they correspond to an inversion in the permutation. Thus, the permutation graph of σ {\displaystyle \sigma } coincides with the intersection graph of the segments. For every two parallel lines, and every finite set of line segments with endpoints on both lines, the intersection graph of the segments is a permutation graph; in the case that the segment endpoints are all distinct, a permutation for which it is the permutation graph may be given by numbering the segments on one of the two lines in consecutive order, and reading off these numbers in the order that the segment endpoints appear on the other line. Permutation graphs have several other equivalent characterizations:

A graph G {\displaystyle G} is a permutation graph if and only if G {\displaystyle G} is a circle graph that admits an equator, i.e., an additional chord that intersects every other chord. A graph G {\displaystyle G} is a permutation graph if and only if both G {\displaystyle G} and its complement G ¯ {\displaystyle {\overline {G}}} are comparability graphs. A graph G {\displaystyle G} is a permutation graph if and only if it is the comparability graph of a partially ordered set that has order dimension at most two. If a graph G {\displaystyle G} is a permutation graph, so is its complement. A permutation that represents the complement of G {\displaystyle G} may be obtained by reversing the permutation representing G {\displaystyle G} .

Efficient algorithms It is possible to test whether a given graph is a permutation graph, and if so construct a permutation representing it, in linear time. As a subclass of the perfect graphs, many problems that are NP-complete for arbitrary graphs may be solved efficiently for permutation graphs. For instance:

the largest clique in a permutation graph corresponds to the longest decreasing subsequence in the permutation defining the graph, so the clique problem may be solved in polynomial time for permutation graphs by using a longest decreasing subsequence algorithm. likewise, an increasing subsequence in a permutation corresponds to an independent set of the same size in the corresponding permutation graph. the treewidth and pathwidth of permutation graphs can be computed in polynomial time; these algorithms exploit the fact that the number of inclusion minimal vertex separators in a permutation graph is polynomial in the size of the graph.

… excerpt ends here. Continue reading the full article.

Illustrations

Permutation graph: The permutation graph and the matching diagram for the permutation (4,3,5,1,2)
The permutation graph and the matching diagram for the permutation (4,3,5,1,2)

Worked examples

Example 1 — a first encounter with Permutation graph

Start with the simplest possible case. Write down what Permutation 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 Permutation 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 Permutation 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 Permutation graph

In research
Permutation 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 Permutation 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
Permutation graph is common in secondary-school and first-year university syllabi. It links to neighbouring topics Geometric graphs, Intersection classes of graphs, Perfect graphs, so understanding it makes those chapters shorter.
In everyday life
Look for Permutation 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 Permutation graph in 20 minutes

  1. Read the reference excerpt below once, without taking notes.
  2. Close the page and write down what Permutation 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 Permutation graph out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is Permutation graph in simple terms?

In the mathematical field of graph theory, a permutation graph is a graph whose vertices represent the elements of a permutation, and whose edges represent pairs of elements that are reversed by the permutation. Permutation graphs may also be defined geometrically, as the intersection graphs of lin…

Why does Permutation 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 Permutation 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 Permutation graph.

Tags

  • Geometric graphs
  • Intersection classes of graphs
  • Perfect graphs

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