Given a Graph, count number of triangles in it. The graph is can be directed or undirected.

**Example: **

Input: digraph[V][V] = { {0, 0, 1, 0}, {1, 0, 0, 1}, {0, 1, 0, 0}, {0, 0, 1, 0} }; Output: 2 Give adjacency matrix represents following directed graph.

We have discussed a method based on graph trace that works for undirected graphs. In this post a new method is discussed with that is simpler and works for both directed and undirected graphs.

The idea is to use three nested loops to consider every triplet (i, j, k) and check for the above condition (there is an edge from i to j, j to k and k to i)

However in an **undirected graph**, the triplet (i, j, k) can be permuted to give six combination (See previous post for details). Hence we divide the total count by 6 to get the actual number of triangles.

In case of **directed graph**, the number of permutation would be 3 (as order of nodes becomes relevant). Hence in this case the total number of triangles will be obtained by dividing total count by 3. For example consider the directed graph given below

Following is the implementation.

## C++

`// C++ program to count triangles` `// in a graph. The program is for` `// adjacency matrix representation` `// of the graph.` `#include<bits/stdc++.h>` `// Number of vertices in the graph` `#define V 4` `using` `namespace` `std;` `// function to calculate the` `// number of triangles in a` `// simple directed/undirected` `// graph. isDirected is true if` `// the graph is directed, its` `// false otherwise` `int` `countTriangle(` `int` `graph[V][V],` ` ` `bool` `isDirected)` `{` ` ` `// Initialize result` ` ` `int` `count_Triangle = 0;` ` ` `// Consider every possible` ` ` `// triplet of edges in graph` ` ` `for` `(` `int` `i = 0; i < V; i++)` ` ` `{` ` ` `for` `(` `int` `j = 0; j < V; j++)` ` ` `{` ` ` `for` `(` `int` `k = 0; k < V; k++)` ` ` `{` ` ` `// Check the triplet if` ` ` `// it satisfies the condition` ` ` `if` `(graph[i][j] && graph[j][k]` ` ` `&& graph[k][i])` ` ` `count_Triangle++;` ` ` `}` ` ` `}` ` ` `}` ` ` `// If graph is directed ,` ` ` `// division is done by 3,` ` ` `// else division by 6 is done` ` ` `isDirected? count_Triangle /= 3 :` ` ` `count_Triangle /= 6;` ` ` `return` `count_Triangle;` `}` `//driver function to check the program` `int` `main()` `{` ` ` `// Create adjacency matrix` ` ` `// of an undirected graph` ` ` `int` `graph[][V] = { {0, 1, 1, 0},` ` ` `{1, 0, 1, 1},` ` ` `{1, 1, 0, 1},` ` ` `{0, 1, 1, 0}` ` ` `};` ` ` `// Create adjacency matrix` ` ` `// of a directed graph` ` ` `int` `digraph[][V] = { {0, 0, 1, 0},` ` ` `{1, 0, 0, 1},` ` ` `{0, 1, 0, 0},` ` ` `{0, 0, 1, 0}` ` ` `};` ` ` `cout << ` `"The Number of triangles in undirected graph : "` ` ` `<< countTriangle(graph, ` `false` `);` ` ` `cout << ` `"\n\nThe Number of triangles in directed graph : "` ` ` `<< countTriangle(digraph, ` `true` `);` ` ` `return` `0;` `}` |

## Java

`// Java program to count triangles` `// in a graph. The program is` `// for adjacency matrix` `// representation of the graph.` `import` `java.io.*;` `class` `GFG {` ` ` `// Number of vertices in the graph` ` ` `int` `V = ` `4` `;` ` ` `// function to calculate the number` ` ` `// of triangles in a simple` ` ` `// directed/undirected graph. isDirected` ` ` `// is true if the graph is directed,` ` ` `// its false otherwise.` ` ` `int` `countTriangle(` `int` `graph[][],` ` ` `boolean` `isDirected)` ` ` `{` ` ` `// Initialize result` ` ` `int` `count_Triangle = ` `0` `;` ` ` `// Consider every possible` ` ` `// triplet of edges in graph` ` ` `for` `(` `int` `i = ` `0` `; i < V; i++)` ` ` `{` ` ` `for` `(` `int` `j = ` `0` `; j < V; j++)` ` ` `{` ` ` `for` `(` `int` `k=` `0` `; k<V; k++)` ` ` `{` ` ` `// Check the triplet if it` ` ` `// satisfies the condition` ` ` `if` `(graph[i][j] == ` `1` `&&` ` ` `graph[j][k] == ` `1` `&&` ` ` `graph[k][i] == ` `1` `)` ` ` `count_Triangle++;` ` ` `}` ` ` `}` ` ` `}` ` ` ` ` `// If graph is directed , division` ` ` `// is done by 3 else division` ` ` `// by 6 is done` ` ` `if` `(isDirected == ` `true` `)` ` ` `{` ` ` `count_Triangle /= ` `3` `;` ` ` `}` ` ` `else` ` ` `{` ` ` `count_Triangle /= ` `6` `;` ` ` `}` ` ` `return` `count_Triangle;` ` ` `}` ` ` ` ` `// Driver code` ` ` `public` `static` `void` `main(String args[])` ` ` `{` ` ` ` ` `// Create adjacency matrix` ` ` `// of an undirected graph` ` ` `int` `graph[][] = {{` `0` `, ` `1` `, ` `1` `, ` `0` `},` ` ` `{` `1` `, ` `0` `, ` `1` `, ` `1` `},` ` ` `{` `1` `, ` `1` `, ` `0` `, ` `1` `},` ` ` `{` `0` `, ` `1` `, ` `1` `, ` `0` `}` ` ` `};` ` ` ` ` `// Create adjacency matrix` ` ` `// of a directed graph` ` ` `int` `digraph[][] = { {` `0` `, ` `0` `, ` `1` `, ` `0` `},` ` ` `{` `1` `, ` `0` `, ` `0` `, ` `1` `},` ` ` `{` `0` `, ` `1` `, ` `0` `, ` `0` `},` ` ` `{` `0` `, ` `0` `, ` `1` `, ` `0` `}` ` ` `};` ` ` ` ` `GFG obj = ` `new` `GFG();` ` ` ` ` `System.out.println(` `"The Number of triangles "` `+` ` ` `"in undirected graph : "` `+` ` ` `obj.countTriangle(graph, ` `false` `));` ` ` `System.out.println(` `"\n\nThe Number of triangles"` `+` ` ` `" in directed graph : "` `+` ` ` `obj.countTriangle(digraph, ` `true` `));` ` ` `}` `}` `// This code is contributed by Anshika Goyal.` |

## Python

`# Python program to count triangles` `# in a graph. The program is` `# for adjacency matrix` `# representation of the graph.` `# function to calculate the number` `# of triangles in a simple` `# directed/undirected graph.` `# isDirected is true if the graph` `# is directed, its false otherwise` `def` `countTriangle(g, isDirected):` ` ` `nodes ` `=` `len` `(g)` ` ` `count_Triangle ` `=` `0` ` ` ` ` `# Consider every possible` ` ` `# triplet of edges in graph` ` ` `for` `i ` `in` `range` `(nodes):` ` ` `for` `j ` `in` `range` `(nodes):` ` ` `for` `k ` `in` `range` `(nodes):` ` ` ` ` `# check the triplet` ` ` `# if it satisfies the condition` ` ` `if` `(i !` `=` `j ` `and` `i !` `=` `k` ` ` `and` `j !` `=` `k ` `and` ` ` `g[i][j] ` `and` `g[j][k]` ` ` `and` `g[k][i]):` ` ` `count_Triangle ` `+` `=` `1` ` ` ` ` `# If graph is directed , division is done by 3` ` ` `# else division by 6 is done` ` ` `if` `isDirected:` ` ` `return` `count_Triangle` `/` `3` ` ` `else` `: ` `return` `count_Triangle` `/` `6` `# Create adjacency matrix of an undirected graph` `graph ` `=` `[[` `0` `, ` `1` `, ` `1` `, ` `0` `],` ` ` `[` `1` `, ` `0` `, ` `1` `, ` `1` `],` ` ` `[` `1` `, ` `1` `, ` `0` `, ` `1` `],` ` ` `[` `0` `, ` `1` `, ` `1` `, ` `0` `]]` `# Create adjacency matrix of a directed graph` `digraph ` `=` `[[` `0` `, ` `0` `, ` `1` `, ` `0` `],` ` ` `[` `1` `, ` `0` `, ` `0` `, ` `1` `],` ` ` `[` `0` `, ` `1` `, ` `0` `, ` `0` `],` ` ` `[` `0` `, ` `0` `, ` `1` `, ` `0` `]]` `print` `(` `"The Number of triangles in undirected graph : %d"` `%` ` ` `countTriangle(graph, ` `False` `))` `print` `(` `"The Number of triangles in directed graph : %d"` `%` ` ` `countTriangle(digraph, ` `True` `))` `# This code is contributed by Neelam Yadav` |

## C#

`// C# program to count triangles in a graph.` `// The program is for adjacency matrix` `// representation of the graph.` `using` `System;` `class` `GFG {` ` ` `// Number of vertices in the graph` ` ` `const` `int` `V = 4;` ` ` `// function to calculate the` ` ` `// number of triangles in a` ` ` `// simple directed/undirected` ` ` `// graph. isDirected is true if` ` ` `// the graph is directed, its` ` ` `// false otherwise` ` ` `static` `int` `countTriangle(` `int` `[, ] graph, ` `bool` `isDirected)` ` ` `{` ` ` `// Initialize result` ` ` `int` `count_Triangle = 0;` ` ` `// Consider every possible` ` ` `// triplet of edges in graph` ` ` `for` `(` `int` `i = 0; i < V; i++)` ` ` `{` ` ` `for` `(` `int` `j = 0; j < V; j++)` ` ` `{` ` ` `for` `(` `int` `k = 0; k < V; k++)` ` ` `{` ` ` `// check the triplet if` ` ` `// it satisfies the condition` ` ` `if` `(graph[i, j] != 0` ` ` `&& graph[j, k] != 0` ` ` `&& graph[k, i] != 0)` ` ` `count_Triangle++;` ` ` `}` ` ` `}` ` ` `}` ` ` `// if graph is directed ,` ` ` `// division is done by 3,` ` ` `// else division by 6 is done` ` ` `if` `(isDirected != ` `false` `)` ` ` `count_Triangle = count_Triangle / 3;` ` ` `else` ` ` `count_Triangle = count_Triangle / 6;` ` ` `return` `count_Triangle;` ` ` `}` ` ` `// Driver code` ` ` `static` `void` `Main()` ` ` `{` ` ` `// Create adjacency matrix` ` ` `// of an undirected graph` ` ` `int` `[, ] graph = ` `new` `int` `[4, 4] { { 0, 1, 1, 0 },` ` ` `{ 1, 0, 1, 1 },` ` ` `{ 1, 1, 0, 1 },` ` ` `{ 0, 1, 1, 0 } };` ` ` `// Create adjacency matrix` ` ` `// of a directed graph` ` ` `int` `[, ] digraph = ` `new` `int` `[4, 4] { { 0, 0, 1, 0 },` ` ` `{ 1, 0, 0, 1 },` ` ` `{ 0, 1, 0, 0 },` ` ` `{ 0, 0, 1, 0 } };` ` ` `Console.Write(` `"The Number of triangles"` ` ` `+ ` `" in undirected graph : "` ` ` `+ countTriangle(graph, ` `false` `));` ` ` `Console.Write(` `"\n\nThe Number of "` ` ` `+ ` `"triangles in directed graph : "` ` ` `+ countTriangle(digraph, ` `true` `));` ` ` `}` `}` `// This code is contributed by anuj_67` |

## PHP

`<?php` `// PHP program to count triangles` `// in a graph. The program is for` `// adjacency matrix representation` `// of the graph.` `// Number of vertices in the graph` `$V` `= 4;` `// function to calculate the` `// number of triangles in a` `// simple directed/undirected` `// graph. isDirected is true if` `// the graph is directed, its` `// false otherwise` `function` `countTriangle(` `$graph` `,` ` ` `$isDirected` `)` `{` ` ` `global` `$V` `;` ` ` ` ` `// Initialize result` ` ` `$count_Triangle` `= 0;` ` ` `// Consider every possible` ` ` `// triplet of edges in graph` ` ` `for` `(` `$i` `= 0; ` `$i` `< ` `$V` `; ` `$i` `++)` ` ` `{` ` ` `for` `(` `$j` `= 0; ` `$j` `< ` `$V` `; ` `$j` `++)` ` ` `{` ` ` `for` `(` `$k` `= 0; ` `$k` `< ` `$V` `; ` `$k` `++)` ` ` `{` ` ` ` ` `// check the triplet if` ` ` `// it satisfies the condition` ` ` `if` `(` `$graph` `[` `$i` `][` `$j` `] ` `and` `$graph` `[` `$j` `][` `$k` `]` ` ` `and` `$graph` `[` `$k` `][` `$i` `])` ` ` `$count_Triangle` `++;` ` ` `}` ` ` `}` ` ` `}` ` ` `// if graph is directed ,` ` ` `// division is done by 3,` ` ` `// else division by 6 is done` ` ` `$isDirected` `? ` `$count_Triangle` `/= 3 :` ` ` `$count_Triangle` `/= 6;` ` ` `return` `$count_Triangle` `;` `}` ` ` `// Driver Code` ` ` `// Create adjacency matrix` ` ` `// of an undirected graph` ` ` `$graph` `= ` `array` `(` `array` `(0, 1, 1, 0),` ` ` `array` `(1, 0, 1, 1),` ` ` `array` `(1, 1, 0, 1),` ` ` `array` `(0, 1, 1, 0));` ` ` `// Create adjacency matrix` ` ` `// of a directed graph` ` ` `$digraph` `= ` `array` `(` `array` `(0, 0, 1, 0),` ` ` `array` `(1, 0, 0, 1),` ` ` `array` `(0, 1, 0, 0),` ` ` `array` `(0, 0, 1, 0));` ` ` ` ` `echo` `"The Number of triangles in undirected graph : "` ` ` `, countTriangle(` `$graph` `, false);` ` ` `echo` `"\nThe Number of triangles in directed graph : "` ` ` `, countTriangle(` `$digraph` `, true);` ` ` `// This code is contributed by anuj_67` `?>` |

## Javascript

`<script>` `// Javascript program to count triangles` `// in a graph. The program is for` `// adjacency matrix representation` `// of the graph.` `// Number of vertices in the graph` `let V = 4;` `// Function to calculate the` `// number of triangles in a` `// simple directed/undirected` `// graph. isDirected is true if` `// the graph is directed, its` `// false otherwise` `function` `countTriangle(graph, isDirected)` `{` ` ` ` ` `// Initialize result` ` ` `let count_Triangle = 0;` ` ` `// Consider every possible` ` ` `// triplet of edges in graph` ` ` `for` `(let i = 0; i < V; i++)` ` ` `{` ` ` `for` `(let j = 0; j < V; j++)` ` ` `{` ` ` `for` `(let k = 0; k < V; k++)` ` ` `{` ` ` `// Check the triplet if` ` ` `// it satisfies the condition` ` ` `if` `(graph[i][j] && graph[j][k] &&` ` ` `graph[k][i])` ` ` `count_Triangle++;` ` ` `}` ` ` `}` ` ` `}` ` ` `// If graph is directed ,` ` ` `// division is done by 3,` ` ` `// else division by 6 is done` ` ` `isDirected ? count_Triangle /= 3 :` ` ` `count_Triangle /= 6;` ` ` `return` `count_Triangle;` `}` `// Driver code` `// Create adjacency matrix` `// of an undirected graph` `let graph = [ [ 0, 1, 1, 0 ],` ` ` `[ 1, 0, 1, 1 ],` ` ` `[ 1, 1, 0, 1 ],` ` ` `[ 0, 1, 1, 0 ] ];` `// Create adjacency matrix` `// of a directed graph` `let digraph = [ [ 0, 0, 1, 0 ],` ` ` `[ 1, 0, 0, 1 ],` ` ` `[ 0, 1, 0, 0 ],` ` ` `[ 0, 0, 1, 0 ] ];` `document.write(` `"The Number of triangles "` `+` ` ` `"in undirected graph : "` `+` ` ` `countTriangle(graph, ` `false` `) +` ` ` `"</br></br>"` `);` `document.write(` `"The Number of triangles "` `+` ` ` `"in directed graph : "` `+` ` ` `countTriangle(digraph, ` `true` `));` ` ` `// This code is contributed by divyesh072019` `</script>` |

**Output**

The Number of triangles in undirected graph : 2 The Number of triangles in directed graph : 2

**Comparison of this approach with ****previous approach****:**

Advantages:

- No need to calculate Trace.
- Matrix- multiplication is not required.
- Auxiliary matrices are not required hence optimized in space.
- Works for directed graphs.

Disadvantages:

- The time complexity is O(n
^{3}) and can’t be reduced any further.

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