Decisiveness is a characteristic of high-performing men and women. Almost any decision is better than no decision at all.

## Welcome

Hey guys! Currently I am training for a programming contest and I have no time to publish. I am learning many interesting topics about algorithms and programming and I want to share that with you. However, to write an article consumes much of my time and I'm devising a format that is both brief and useful: Algorithm or Data structure, brief info, sample problem, solution and references.

## Articulation points

Today's topic is about graph theory, articulation points. Here a brief info from Dave Mount:

**Articulation Points and Biconnected Graphs:** Today we discuss another application of DFS, this time to a problem on undirected graphs. Let *G = (V, E)* be a ** connected** undirected graph. Consider de following definitions.

**Articulation Point( or Cut Vertex):** Is any vertex whose removal(together with the removal of any incident edges) results in a disconnected graph.

## Sample problem

A problem where you can put in practice this topic is 1063 Ant Hills from lightoj.com.

## Solution to sample problem

` ````
#include <iostream>
#include <cstdio>
#include <vector>
#include <cstring>
#include <algorithm>
using namespace std;
const int LIMIT = 10010;
vector<int> G[LIMIT];
int D[LIMIT];
int P[LIMIT];
int L[LIMIT];
bool V[LIMIT];
int n, m, ap, order;
int art_points(int u)
{
int i, v, found = 0, sum = 0;
V[u] = true;
L[u] = D[u] = order++;
for (i = 0; i < int(G[u].size()); i++) {
v = G[u][i];
if (!V[v]) {
P[v] = u;
sum += art_points(v);
L[u] = min(L[u], L[v]);
if (P[u] == -1) { // Special case: root
if (i > 0) { // Two or more childs
ap++;
found = 1;
}
} else {
if (L[v] >= D[u]) {
ap++;
found = 1;
}
}
} else if (v != P[u]) {
L[u] = min(L[u], D[v]);
}
}
return sum + found;
}
int main(int argc, char **argv)
{
int t, tc, i, u, v;
scanf("%d", &t);
for (tc = 1; tc <= t; tc++) {
scanf("%d %d", &n, &m);
for (i = 0; i < m; i++) {
scanf("%d %d", &u, &v);
G[u].push_back(v);
G[v].push_back(u);
}
order = 0;
ap = 0;
P[1] = -1;
printf("Case %d: %d\n", tc, art_points(1));
if (tc < t) {
memset(V, 0, sizeof V);
memset(L, 0, sizeof L);
memset(D, 0, sizeof D);
memset(P, 0, sizeof P);
}
for (i = 0; i <= n; i++)
G[i].clear();
}
return 0;
}
```

## References

1 | Articulation Points and Biconnected Components |

2 | Articulation Points Detection Algorithm |

3 | Biconnected component |