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Segment_Tree_RMQ.java
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Segment_Tree_RMQ.java
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class SegmentTreeRMQ
{
int st[]; //array to store segment tree
// A utility function to get minimum of two numbers
int minVal(int x, int y) {
return (x < y) ? x : y;
}
// A utility function to get the middle index from corner
// indexes.
int getMid(int s, int e) {
return s + (e - s) / 2;
}
/* A recursive function to get the minimum value in a given
range of array indexes. The following are parameters for
this function.
st --> Pointer to segment tree
index --> Index of current node in the segment tree. Initially
0 is passed as root is always at index 0
ss & se --> Starting and ending indexes of the segment
represented by current node, i.e., st[index]
qs & qe --> Starting and ending indexes of query range */
int getSumUtil(int ss, int se, int qs, int qe, int si)
{
// If segment of this node is a part of given range, then return
// the sum of the segment
if (qs <= ss && qe >= se)
return st[si];
// If segment of this node is outside the given range
if (se < qs || ss > qe)
return 0;
// If a part of this segment overlaps with the given range
int mid = getMid(ss, se);
return getSumUtil(ss, mid, qs, qe, 2 * si + 1) +
getSumUtil(mid + 1, se, qs, qe, 2 * si + 2);
}
/* A recursive function to update the nodes which have the given
index in their range. The following are parameters
st, si, ss and se are same as getSumUtil()
i --> index of the element to be updated. This index is in
input array.
diff --> Value to be added to all nodes which have i in range */
void updateValueUtil(int ss, int se, int i, int diff, int si)
{
// Base Case: If the input index lies outside the range of
// this segment
if (i < ss || i > se)
return;
// If the input index is in range of this node, then update the
// value of the node and its children
st[si] = st[si] + diff;
if (se != ss) {
int mid = getMid(ss, se);
updateValueUtil(ss, mid, i, diff, 2 * si + 1);
updateValueUtil(mid + 1, se, i, diff, 2 * si + 2);
}
}
// The function to update a value in input array and segment tree.
// It uses updateValueUtil() to update the value in segment tree
void updateValue(int arr[], int n, int i, int new_val)
{
// Check for erroneous input index
if (i < 0 || i > n - 1) {
System.out.println("Invalid Input");
return;
}
// Get the difference between new value and old value
int diff = new_val - arr[i];
// Update the value in array
arr[i] = new_val;
// Update the values of nodes in segment tree
updateValueUtil(0, n - 1, i, diff, 0);
}
// Return sum of elements in range from index qs (quey start) to
// qe (query end). It mainly uses getSumUtil()
int getSum(int n, int qs, int qe)
{
// Check for erroneous input values
if (qs < 0 || qe > n - 1 || qs > qe) {
System.out.println("Invalid Input");
return -1;
}
return getSumUtil(0, n - 1, qs, qe, 0);
}
int RMQUtil(int ss, int se, int qs, int qe, int index)
{
// If segment of this node is a part of given range, then
// return the min of the segment
if (qs <= ss && qe >= se)
return st[index];
// If segment of this node is outside the given range
if (se < qs || ss > qe)
return Integer.MAX_VALUE;
// If a part of this segment overlaps with the given range
int mid = getMid(ss, se);
return minVal(RMQUtil(ss, mid, qs, qe, 2 * index + 1),
RMQUtil(mid + 1, se, qs, qe, 2 * index + 2));
}
// Return minimum of elements in range from index qs (quey
// start) to qe (query end). It mainly uses RMQUtil()
int RMQ(int n, int qs, int qe)
{
// Check for erroneous input values
if (qs < 0 || qe > n - 1 || qs > qe) {
System.out.println("Invalid Input");
return -1;
}
return RMQUtil(0, n - 1, qs, qe, 0);
}
// A recursive function that constructs Segment Tree for
// array[ss..se]. si is index of current node in segment tree st
int constructSTUtil(int arr[], int ss, int se, int si)
{
// If there is one element in array, store it in current
// node of segment tree and return
if (ss == se) {
st[si] = arr[ss];
return arr[ss];
}
// If there are more than one elements, then recur for left and
// right subtrees and store the minimum of two values in this node
int mid = getMid(ss, se);
st[si] = minVal(constructSTUtil(arr, ss, mid, si * 2 + 1),
constructSTUtil(arr, mid + 1, se, si * 2 + 2));
return st[si];
}
/* Function to construct segment tree from given array. This function
allocates memory for segment tree and calls constructSTUtil() to
fill the allocated memory */
void constructST(int arr[], int n)
{
// Allocate memory for segment tree
//Height of segment tree
int x = (int) (Math.ceil(Math.log(n) / Math.log(2)));
//Maximum size of segment tree
int max_size = 2 * (int) Math.pow(2, x) - 1;
st = new int[max_size]; // allocate memory
// Fill the allocated memory st
constructSTUtil(arr, 0, n - 1, 0);
}
// Driver program to test above functions
public static void main(String args[])
{
int arr[] = {1, 3, 2, 7, 9, 11};
int n = arr.length;
SegmentTreeRMQ tree = new SegmentTreeRMQ();
// Build segment tree from given array
tree.constructST(arr, n);
int qs = 1; // Starting index of query range
int qe = 5; // Ending index of query range
// Print minimum value in arr[qs..qe]
System.out.println("Minimum of values in range [" + qs + ", "
+ qe + "] is = " + tree.RMQ(n, qs, qe));
}
}
/* OUTPUT
Minimum of values in range [1, 5] is = 2
*/