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Advanced Algorithms · Quiz 2 · 3 Dec 2023 · September 2023 term

Question 14: Let G = (V, E) be a graph. A cut in G is a partition of …

Question 14

+2 marksOne correct option

Let G=(V,E)G = (V, E) be a graph. A cut in GG is a partition of VV into two sets. Let S⊆VS \subseteq V be a subset of vertices. The cost of the cut (S,V\S)(S, V \backslash S), denoted by cost(S)(S), equals the number of edges between SS and V\SV \backslash S, i.e., the size of the set {{x,y}∈E∣x∈S,y∈V\S}\{\{x, y\} \in E \mid x \in S, y \in V \backslash S\}. The edges that have one endpoint in SS and the other in V\SV \backslash S are said to cross the cut.

The Maximum Cut Problem takes a graph G=(V,E)G = (V, E) as input and the objective is to find a cut with maximum cost.

Based on the above data, answer the given subquestions.

For q⩾1q \geqslant 1, a qq-approximation algorithm for maximum cut is an algorithm that is guaranteed to produce a cut whose cost is at least 1q\frac{1}{q} of the cost of the optimal cut of the input instance.

Suppose we can devise an algorithm that, given a graph GG on mm edges, is guaranteed to find a cut whose cost is at least m2\frac{m}{2}. Such an algorithm would be:

  1. A
  2. B
  3. C
  4. D
Show answer

Correct answer

  • B

Question 14 of 20 in the IIT Madras BS Advanced Algorithms (Advanced Algorithms) Quiz 2 paper sat on 3 Dec 2023, in the September 2023 term (IIT M DEGREE AN2 EXAM QDB2 03 Dec 2023). It carries 2 marks.

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