Given an undirected graph, check if it contains an independent set of size k. Print ‘Yes’ if there exists an independent set of size k. Print ‘No’ otherwise.
Independent Set: An independent set in a graph is a set of vertices which are not directly connected to each other.
Input : K = 4, graph = [[1, 1, 0, 0, 0], [1, 1, 1, 1, 1], [0, 1, 1, 0, 0], [0, 1, 0, 1, 0], [0, 1, 0, 0, 1]] Output : Yes
The above graph contains an independent set of size 4 (vertices 1, 2, 3, 4 are not directly connected to each other). Hence the output is ‘Yes’.
Input : K = 4, graph = [[1, 1, 0, 0, 0], [1, 1, 1, 1, 1], [0, 1, 1, 0, 0], [0, 1, 0, 1, 1], [0, 1, 0, 1, 1]] Output : No
The above graph doesn’t contain an independent set of size 4. Hence output is ‘No’.
- Initialize a variable sol with boolean False value.
- Find all the possible sets of vertices of size K from the given graph.
- If an independent set of size k is found, change the value of sol to True and return.
- Else continue checking for other possible sets.
- In the end, if sol is True, print ‘Yes’ else print ‘No’.
Below is the implementation of the above approach:
Time Complexity: where V is the number of vertices in the graph and k is the given size of set.
- Find all cliques of size K in an undirected graph
- Find k-cores of an undirected graph
- Program to find Circuit Rank of an Undirected Graph
- Find minimum weight cycle in an undirected graph
- Disjoint Set (Or Union-Find) | Set 1 (Detect Cycle in an Undirected Graph)
- Convert the undirected graph into directed graph such that there is no path of length greater than 1
- Clone an Undirected Graph
- Sum of degrees of all nodes of a undirected graph
- Detect cycle in an undirected graph using BFS
- Connected Components in an undirected graph
- Eulerian Path in undirected graph
- Number of Triangles in an Undirected Graph
- Detect cycle in an undirected graph
- Print all the cycles in an undirected graph
- Shortest cycle in an undirected unweighted graph
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