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Matrix Chain Multiplication DP solution #654

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92 changes: 92 additions & 0 deletions DP/MatrixChainMultiplication.java
Original file line number Diff line number Diff line change
@@ -0,0 +1,92 @@
package DP;

public class MCM {

public static void main(String[] args) {
int[] arr = { 4, 2, 3, 5, 1 };
System.out.println(MCMRecursion(arr, 0, arr.length - 1));
System.out.println(MCMTD(arr, 0, arr.length - 1, new int[arr.length][arr.length]));
System.out.println(MCMBU(arr));
}

//Recursive Solution
public static int MCMRecursion(int[] arr, int si, int ei) {
if (si + 1 == ei) {
return 0;
}
int min = Integer.MAX_VALUE;
for (int k = si + 1; k <= ei - 1; k++) {

int fp = MCMRecursion(arr, si, k);
int sp = MCMRecursion(arr, k, ei);

int sw = arr[si] * arr[k] * arr[ei];
int total = fp + sp + sw;

if (total < min) {
min = total;
}
}
return min;
}


//Top-Down Approach
public static int MCMTD(int[] arr, int si, int ei, int[][] strg) {
if (si + 1 == ei) {
return 0;
}
if (strg[si][ei] != 0) {
return strg[si][ei];
}
int min = Integer.MAX_VALUE;
for (int k = si + 1; k <= ei - 1; k++) {

int fp = MCMTD(arr, si, k, strg);
int sp = MCMTD(arr, k, ei, strg);

int sw = arr[si] * arr[k] * arr[ei];
int total = fp + sp + sw;

if (total < min) {
min = total;
}
}
strg[si][ei] = min;
return min;
}


//Bottom Up Approach
public static int MCMBU(int[] arr) {
int n = arr.length;
int[][] strg = new int[n][n];
for (int slide = 1; slide <= n - 1; slide++) {
for (int si = 0; si <= n - slide - 1; si++) {

int ei = si + slide;
if (si + 1 == ei) {
strg[si][ei] = 0;
} else {
int min = Integer.MAX_VALUE;
for (int k = si + 1; k <= ei - 1; k++) {

int fp = strg[si][k];
int sp = strg[k][ei];

int sw = arr[si] * arr[k] * arr[ei];
int total = fp + sp + sw;

if (total < min) {
min = total;
}
}
strg[si][ei] = min;
}

}
}
return strg[0][n-1];

}
}