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Indifference graph

Indifference 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 Indifference graph rather than just read about it. In short: In graph theory, a branch of mathematics, an indifference graph is an undirected graph constructed by assigning a real number to each vertex and connecting two vertices by an edge when their numbers are within one unit of each other. An indifference graph is also the intersection graph of a set of unit intervals, or of properly nested intervals (intervals none of which contains any other one).

Indifference graph — main illustration
Indifference graph — illustration

Key takeaways

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

Reference excerpt

In graph theory, a branch of mathematics, an indifference graph is an undirected graph constructed by assigning a real number to each vertex and connecting two vertices by an edge when their numbers are within one unit of each other. An indifference graph is also the intersection graph of a set of unit intervals, or of properly nested intervals (intervals none of which contains any other one). Based on these two types of interval representations, these graphs are also called unit interval graphs or proper interval graphs; they form a subclass of the interval graphs.

Equivalent characterizations

A finite indifference graph may be equivalently characterized as:

The intersection graph of a set of unit intervals. The intersection graph of a set of intervals with the same length. The intersection graph of a set of intervals no two of which are nested (one containing the other). A claw-free interval graph. A graph that does not have an induced subgraph isomorphic to a claw K 1 , 3 {\displaystyle K_{1,3}} , net (a triangle with a degree-one vertex adjacent to each of the triangle vertices), sun (a triangle surrounded by three other triangles that each share one edge with the central triangle), or hole (cycle of length four or more). An incomparability graph of semiorder. An undirected graph that has a linear order such that, for every three vertices ordered u {\displaystyle u} – v {\displaystyle v} – w {\displaystyle w} , if u w {\displaystyle uw} is an edge then so are u v {\displaystyle uv} and v w {\displaystyle vw} . A graph with no astral triple, three vertices connected pairwise by paths that avoid the third vertex and also do not contain two consecutive neighbors of the third vertex. A graph in which each connected component contains a path in which each maximal clique of the component forms a contiguous sub-path. A graph whose vertices can be numbered in such a way that every shortest path forms a monotonic sequence. A graph whose adjacency matrix can be ordered in such a way that, in each row and each column, the nonzeros of the matrix form a contiguous interval adjacent to the main diagonal of the matrix. An induced subgraph of a power of a chordless path. A leaf power having a leaf root which is a caterpillar. For an infinite graph, some of these definitions may differ.

Properties Because it is a special case of an interval graph, an indifference graph has all the properties of an interval graph; in particular, it is a special case of a chordal graph and of a perfect graph. It is also a special case of a circle graph, something that is not true of an interval graph more generally. In the Erdős–Rényi model of random graphs, an n {\displaystyle n} -vertex graph whose number of edges is significantly less than n 2 / 3 {\displaystyle n^{2/3}} will be an indifference graph with high probability, whereas an n {\displaystyle n} -vertex graph whose number of edges is significantly more than n 2 / 3 {\displaystyle n^{2/3}} will not be an indifference graph with high probability. The bandwidth of an arbitrary graph G {\displaystyle G} is 1 {\displaystyle 1} less than the size of the maximum clique in an indifference graph that contains G {\displaystyle G} as a subgraph and is chosen to minimize the size of the maximum clique. This property parallels similar relations between pathwidth and interval graphs, and between treewidth and chordal graphs. A weaker notion of width, the clique-width, may be arbitrarily large on indifference graphs. However, any proper (i.e., strictly smaller) subclass of indifference graphs that is closed under induced subgraphs has an upper bound on the clique-width of its graphs. A connected indifference graph has a Hamiltonian path. An indifference graph has a Hamiltonian cycle if and only if it is biconnected. An indifference graph obeys the reconstruction conjecture: it is uniquely determined by its vertex-deleted subgraphs.

… excerpt ends here. Continue reading the full article.

Illustrations

Indifference graph: An indifference graph, formed from a set of points on the real number line by connecting pairs of points whose distance is at most one. Also the intersection graph of the set of the unit intervals centered on the points.
An indifference graph, formed from a set of points on the real number line by connecting pairs of points whose distance is at most one. Also the intersection graph of the set of the unit intervals centered on the points.
Indifference graph: Forbidden induced subgraphs for the indifference graphs: the claw, sun, and net (top, left–right), and cycles of length four or more (bottom)
Forbidden induced subgraphs for the indifference graphs: the claw, sun, and net (top, left–right), and cycles of length four or more (bottom)

Worked examples

Example 1 — a first encounter with Indifference graph

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

In research
Indifference 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 Indifference 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
Indifference 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 Indifference 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 Indifference graph in 20 minutes

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

Frequently asked questions

What is Indifference graph in simple terms?

In graph theory, a branch of mathematics, an indifference graph is an undirected graph constructed by assigning a real number to each vertex and connecting two vertices by an edge when their numbers are within one unit of each other. An indifference graph is also the intersection graph of a set of…

Why does Indifference 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 Indifference 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 Indifference graph.

Tags

  • Geometric graphs
  • Intersection classes of graphs
  • Perfect graphs

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