# INLO23 - Editorial

Author: RAVIT SINGH MALIK
Editorialist: RAVIT SINGH MALIK

MEDIUM-HARD

BFS , GRAPHS

### PROBLEM:

F(x,y) is a function which determines the performance of the super-computer.
Here (x,y) is that pair of processes (y is always a sub-process of process x) where the difference between the factors of process x and process y is maximum.
You are required to find maximum value of G(x)-G(Y) .

### EXPLANATION:

This problem is completely based on Breadth-first search [BFS], which is used to traversing or searching tree or graph data structures. It starts at the tree root
(or some arbitrary node of a graph, sometimes referred to as a ‘search key’)
and explores the neighbor nodes first, before moving to the next level neighbors.

Pseudocode :
Input: A graph Graph and a starting vertex root of Graph.

Output: All vertices reachable from root labeled as explored.

A non-recursive implementation of breadth-first search:

``````
2.
3.     for each node n in Graph:
4.         n.distance = INFINITY
5.         n.parent = NIL
6.
7.     create empty queue Q
8.
9.     root.distance = 0
10.     Q.enqueue(root)
11.
12.     while Q is not empty:
13.
14.         current = Q.dequeue()
15.
16.         for each node n that is adjacent to current:
17.             if n.distance == INFINITY:
18.                 n.distance = current.distance + 1
19.                 n.parent = current
20.                 Q.e

``````

Time and space complexity.

The time complexity can be expressed as O(|V|+|E|), since every vertex and every edge will be explored in the worst case.
|V| is the number of vertices and |E| is the number of edges in the graph. Note that O(|E|) may vary between O(1) and O(|V|^{2}), depending on how sparse the input graph is.

So,the given question is an improvisation of Breadth-first search [BFS], you have to just store the maximum difference
of parent to its every childern. and store the maximum value between the parent and child at the child node.

Pseudocode :

``````
while(!q.empty())
int s=q.front()
q.pop()
for( i=0 ;i < size ; i++)
if(visit[num]!=true)
visit[num]=true
if(maxi < a[s] - a[num])
maxi = a[s] - a[num]
if(a[s] > a[num])
a[num]=a[s]