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Independent dominating set

Independent dominating set is a computer 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 Independent dominating set rather than just read about it. In short: In graph theory, an independent dominating set for a graph G = ( V , E ) {\displaystyle G=(V,E)} is a subset D ⊆ V {\displaystyle D\subseteq V} that is both a dominating set and an independent set; equivalently, it is a maximal independent set. The independent domination number i ( G ) {\displaystyle i(G)} of a graph G {\displaystyle G} is the size of the smallest independent dominating set (equivalently, the smalle…

Independent dominating set — main illustration
Independent dominating set — illustration

Key takeaways

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

Reference excerpt

In graph theory, an independent dominating set for a graph G = ( V , E ) {\displaystyle G=(V,E)} is a subset D ⊆ V {\displaystyle D\subseteq V} that is both a dominating set and an independent set; equivalently, it is a maximal independent set. The independent domination number i ( G ) {\displaystyle i(G)} of a graph G {\displaystyle G} is the size of the smallest independent dominating set (equivalently, the smallest maximal independent set). The notation i ( G ) {\displaystyle i(G)} was introduced by Cockayne and Hedetniemi.

History The concept of an independent dominating set arose from chess problems. In 1862, de Jaenisch posed the problem of finding the minimum number of mutually non-attacking queens that can be placed on a chessboard so that every square is attacked by at least one queen. Modelling the chessboard as a queen's graph G {\displaystyle G} , this minimum is the independent domination number i ( G ) {\displaystyle i(G)} . For the standard 8×8 queens graph, α ( G ) = 8 {\displaystyle \alpha (G)=8} , i ( G ) = 7 {\displaystyle i(G)=7} , and γ ( G ) = 5 {\displaystyle \gamma (G)=5} . The theory of independent domination was formalized by Berge and Ore in 1962. Berge observed that an independent set is maximal independent if and only if it is dominating, and that every maximal independent set is a minimal dominating set.

Bounds

General bounds Berge established basic bounds in terms of the order n {\displaystyle n} and maximum degree Δ {\displaystyle \Delta } of a graph:

⌈ n 1 + Δ ⌉ ≤ i ( G ) ≤ n − Δ {\displaystyle \left\lceil {\frac {n}{1+\Delta }}\right\rceil \leq i(G)\leq n-\Delta }

For graphs without isolated vertices:

i ( G ) ≤ n + 2 − 2 n {\displaystyle i(G)\leq n+2-2{\sqrt {n}}}

and this bound is sharp. For a graph with minimum degree at least δ {\displaystyle \delta } :

i ( G ) ≤ n + 2 δ − 2 δ n {\displaystyle i(G)\leq n+2\delta -2{\sqrt {\delta n}}}

confirming an earlier conjecture of Favaron.

Graph families For claw-free graphs:

i ( G ) = γ ( G ) {\displaystyle i(G)=\gamma (G)}

More generally, for K 1 , k {\displaystyle K_{1,k}} -free (star-free) graphs where k ≥ 3 {\displaystyle k\geq 3} :

i ( G ) ≤ ( k − 2 ) γ ( G ) − ( k − 3 ) {\displaystyle i(G)\leq (k-2)\gamma (G)-(k-3)}

For any bipartite graph without isolated vertices on n {\displaystyle n} vertices:

i ( G ) ≤ n / 2 {\displaystyle i(G)\leq n/2}

For trees, if a tree has n {\displaystyle n} vertices and ℓ {\displaystyle \ell } leaves:

i ( G ) ≤ ( n + ℓ ) / 3 {\displaystyle i(G)\leq (n+\ell )/3}

If G {\displaystyle G} is an r {\displaystyle r} -regular graph on n {\displaystyle n} vertices with no isolated vertex, then:

i ( G ) ≤ α ( G ) ≤ n / 2 {\displaystyle i(G)\leq \alpha (G)\leq n/2}

For connected cubic graphs other than K 3 , 3 {\displaystyle K_{3,3}} :

i ( G ) ≤ 2 n / 5 {\displaystyle i(G)\leq 2n/5}

It has been conjectured that the bound can be improved to 3 n / 8 {\displaystyle 3n/8} for all connected cubic graphs of order more than 10. Regarding the ratio between domination and independent domination in connected cubic graphs other than K 3 , 3 {\displaystyle K_{3,3}} :

i ( G ) / γ ( G ) ≤ 4 / 3 {\displaystyle i(G)/\gamma (G)\leq 4/3}

… excerpt ends here. Continue reading the full article.

Illustrations

Independent dominating set: A graph with a minimum independent dominating set in red. There are 3 vertices in the set, and therefore the independent domination number 
  
    
      
        i
        (
        G
        )
        =
        3
      
    
    {\displaystyle i(G)=3}
  
 (which is greater than the domination number 
  
    
      
        γ
        (
        G
        )
        =
        2
      
    
    {\displaystyle \gamma (G)=2}
  
).
A graph with a minimum independent dominating set in red. There are 3 vertices in the set, and therefore the independent domination number i ( G ) = 3 {\displaystyle i(G)=3} (which is greater than the domination number γ ( G ) = 2 {\displaystyle \gamma (G)=2} ).

Worked examples

Example 1 — a first encounter with Independent dominating set

Start with the simplest possible case. Write down what Independent dominating set claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In computer 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 Independent dominating set 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 Independent dominating set 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 Independent dominating set

In research
Independent dominating set appears in computer 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 Independent dominating set 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
Independent dominating set is common in secondary-school and first-year university syllabi. It links to neighbouring topics Computational problems in graph theory, Graph theory objects, so understanding it makes those chapters shorter.
In everyday life
Look for Independent dominating set 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 Independent dominating set in 20 minutes

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

Frequently asked questions

What is Independent dominating set in simple terms?

In graph theory, an independent dominating set for a graph G = ( V , E ) {\displaystyle G=(V,E)} is a subset D ⊆ V {\displaystyle D\subseteq V} that is both a dominating set and an independent set; equivalently, it is a maximal independent set. The independent domination number i ( G ) {\displaysty…

Why does Independent dominating set matter?

Because it connects several computer 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 Independent dominating set?

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 Independent dominating set.

Tags

  • Computational problems in graph theory
  • Graph theory objects

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