Calculating edit distance using dynamic programming
Here given code implementation process.
/*
C program for
Calculating edit distance using dynamic programming
*/
#include <stdio.h>
#include <string.h>
int minValue(int a, int b)
{
if (a < b)
{
return a;
}
return b;
}
int countEditDistance(int record[] ,
const char *first ,
const char *second,
int n, int m, int size)
{
if (m == 0)
{
// When m is zero
return n;
}
else if (n == 0)
{
// When n is zero
return m;
}
else if (record[((n - 1) *size) + (m - 1)] != -1)
{
// When sequence is repeated
return record[((n - 1) *size) + (m - 1)];
}
else if (first[n - 1] == second[m - 1])
{
// When n-1 and m-1 position character is equal
record[((n - 1) *size) + (m - 1)] =
countEditDistance(record, first, second, n - 1, m - 1, size);
}
else
{
int insert = countEditDistance(record, first, second, n, m - 1, size);
int remove = countEditDistance(record, first, second, n - 1, m, size);
int replace = countEditDistance(record, first, second, n - 1, m - 1, size);
record[((n - 1) *size) + (m - 1)] =
minValue(minValue(insert, replace), remove) + 1;
}
return record[((n - 1) *size) + (m - 1)];
}
void findEditDistance(const char *first , const char *second)
{
// Get the size of given string
int n = strlen(first);
int m = strlen(second);
int result = 0;
if (n == 0)
{
// When of first string empty
result = m;
}
else if (m == 0)
{
// When of second string empty
result = n;
}
else
{
// Auxiliary space
int record[(n *m) + 1];
// Set initial value is to -1
for (int i = 0; i < (n *m) + 1; ++i)
{
record[i] = -1;
}
result = countEditDistance(record, first, second, n, m, n);
}
// Display calculated results
printf("\n Given String : [%s],[%s]", first, second);
printf("\n Edit distance : %d", result);
}
int main(int argc, char
const *argv[])
{
// Test Cases
findEditDistance("man", "womans");
findEditDistance("ok", "kok");
findEditDistance("Ratings", "Reviews");
findEditDistance("Affect", "Effects");
return 0;
}
Output
Given String : [man],[womans]
Edit distance : 3
Given String : [ok],[kok]
Edit distance : 1
Given String : [Ratings],[Reviews]
Edit distance : 4
Given String : [Affect],[Effects]
Edit distance : 2
/*
Java Program for
Calculating edit distance using dynamic programming
*/
public class EditDistance
{
public int minValue(int a, int b)
{
if (a < b)
{
return a;
}
return b;
}
public int countEditDistance(int[] record, String first,
String second, int n, int m, int size)
{
if (m == 0)
{
// When m is zero
return n;
}
else if (n == 0)
{
// When n is zero
return m;
}
else if (record[((n - 1) * size) + (m - 1)] != -1)
{
// When sequence is repeated
return record[((n - 1) * size) + (m - 1)];
}
else if (first.charAt(n - 1) == second.charAt(m - 1))
{
// When n-1 and m-1 position character is equal
record[((n - 1) * size) + (m - 1)] =
countEditDistance(record, first, second, n - 1, m - 1, size);
}
else
{
int insert = countEditDistance(
record, first, second, n, m - 1, size
);
int remove = countEditDistance(
record, first, second, n - 1, m, size
);
int replace = countEditDistance(
record, first, second, n - 1, m - 1, size
);
record[((n - 1) * size) + (m - 1)] =
minValue(minValue(insert, replace),
remove
) + 1;
}
return record[((n - 1) * size) + (m - 1)];
}
public void findEditDistance(String first, String second)
{
// Get the size of given string
int n = first.length();
int m = second.length();
int result = 0;
if (n == 0)
{
// When of first string empty
result = m;
}
else if (m == 0)
{
// When of second string empty
result = n;
}
else
{
// Auxiliary space
int[] record = new int[(n * m) + 1];
// Set initial value is to -1
for (int i = 0; i < (n * m) + 1; ++i)
{
record[i] = -1;
}
result = countEditDistance(record, first, second, n, m, n);
}
// Display calculated results
System.out.print("\n Given String : [" + first + "],[" + second + "]");
System.out.print("\n Edit distance : " + result + "");
}
public static void main(String[] args)
{
EditDistance task = new EditDistance();
// Test Cases
task.findEditDistance("man", "womans");
task.findEditDistance("ok", "kok");
task.findEditDistance("Ratings", "Reviews");
task.findEditDistance("Affect", "Effects");
}
}
Output
Given String : [man],[womans]
Edit distance : 3
Given String : [ok],[kok]
Edit distance : 1
Given String : [Ratings],[Reviews]
Edit distance : 4
Given String : [Affect],[Effects]
Edit distance : 2
// Include header file
#include <iostream>
#include <string>
using namespace std;
/*
C++ Program for
Calculating edit distance using dynamic programming
*/
class EditDistance
{
public: int minValue(int a, int b)
{
if (a < b)
{
return a;
}
return b;
}
int countEditDistance(int record[], string first,
string second, int n, int m, int size)
{
if (m == 0)
{
// When m is zero
return n;
}
else if (n == 0)
{
// When n is zero
return m;
}
else if (record[((n - 1) *size) + (m - 1)] != -1)
{
// When sequence is repeated
return record[((n - 1) *size) + (m - 1)];
}
else if (first[n - 1] == second[m - 1])
{
// When n-1 and m-1 position character is equal
record[((n - 1) *size) + (m - 1)] =
this->countEditDistance(record, first, second, n - 1, m - 1, size);
}
else
{
int insert = this->countEditDistance(
record, first, second, n, m - 1, size
);
int remove = this->countEditDistance(
record, first, second, n - 1, m, size
);
int replace = this->countEditDistance(
record, first, second, n - 1, m - 1, size
);
record[((n - 1) *size) + (m - 1)] =
this->minValue(this->minValue(insert, replace), remove) + 1;
}
return record[((n - 1) *size) + (m - 1)];
}
void findEditDistance(string first, string second)
{
// Get the size of given string
int n = first.length();
int m = second.length();
int result = 0;
if (n == 0)
{
// When of first string empty
result = m;
}
else if (m == 0)
{
// When of second string empty
result = n;
}
else
{
// Auxiliary space
int *record = new int[(n *m) + 1];
// Set initial value is to -1
for (int i = 0; i < (n *m) + 1; ++i)
{
record[i] = -1;
}
result = this->countEditDistance(record, first, second, n, m, n);
}
// Display calculated results
cout << "\n Given String : [" << first << "],[" << second << "]";
cout << "\n Edit distance : " << result << "";
}
};
int main()
{
EditDistance *task = new EditDistance();
// Test Cases
task->findEditDistance("man", "womans");
task->findEditDistance("ok", "kok");
task->findEditDistance("Ratings", "Reviews");
task->findEditDistance("Affect", "Effects");
return 0;
}
Output
Given String : [man],[womans]
Edit distance : 3
Given String : [ok],[kok]
Edit distance : 1
Given String : [Ratings],[Reviews]
Edit distance : 4
Given String : [Affect],[Effects]
Edit distance : 2
// Include namespace system
using System;
/*
Csharp Program for
Calculating edit distance using dynamic programming
*/
public class EditDistance
{
public int minValue(int a, int b)
{
if (a < b)
{
return a;
}
return b;
}
public int countEditDistance(int[] record,
String first,
String second,
int n, int m, int size)
{
if (m == 0)
{
// When m is zero
return n;
}
else if (n == 0)
{
// When n is zero
return m;
}
else if (record[((n - 1) * size) + (m - 1)] != -1)
{
// When sequence is repeated
return record[((n - 1) * size) + (m - 1)];
}
else if (first[n - 1] == second[m - 1])
{
// When n-1 and m-1 position character is equal
record[((n - 1) * size) + (m - 1)] =
this.countEditDistance(record, first, second, n - 1, m - 1, size);
}
else
{
int insert = this.countEditDistance(
record, first, second, n, m - 1, size
);
int remove = this.countEditDistance(
record, first, second, n - 1, m, size
);
int replace = this.countEditDistance(
record, first, second, n - 1, m - 1, size
);
record[((n - 1) * size) + (m - 1)] =
this.minValue(
this.minValue(insert, replace),
remove
) + 1;
}
return record[((n - 1) * size) + (m - 1)];
}
public void findEditDistance(String first, String second)
{
// Get the size of given string
int n = first.Length;
int m = second.Length;
int result = 0;
if (n == 0)
{
// When of first string empty
result = m;
}
else if (m == 0)
{
// When of second string empty
result = n;
}
else
{
// Auxiliary space
int[] record = new int[(n * m) + 1];
// Set initial value is to -1
for (int i = 0; i < (n * m) + 1; ++i)
{
record[i] = -1;
}
result = this.countEditDistance(record, first, second, n, m, n);
}
// Display calculated results
Console.Write("\n Given String : [" + first + "],[" + second + "]");
Console.Write("\n Edit distance : " + result + "");
}
public static void Main(String[] args)
{
EditDistance task = new EditDistance();
// Test Cases
task.findEditDistance("man", "womans");
task.findEditDistance("ok", "kok");
task.findEditDistance("Ratings", "Reviews");
task.findEditDistance("Affect", "Effects");
}
}
Output
Given String : [man],[womans]
Edit distance : 3
Given String : [ok],[kok]
Edit distance : 1
Given String : [Ratings],[Reviews]
Edit distance : 4
Given String : [Affect],[Effects]
Edit distance : 2
package main
import "fmt"
/*
Go Program for
Calculating edit distance using dynamic programming
*/
func minValue(a, b int) int {
if a < b {
return a
}
return b
}
func countEditDistance(record[] int, first string, second string,
n int, m int, size int) int {
if m == 0 {
// When m is zero
return n
} else if n == 0 {
// When n is zero
return m
} else if record[((n - 1) * size) + (m - 1)] != -1 {
// When sequence is repeated
return record[((n - 1) * size) + (m - 1)]
} else if first[n - 1] == second[m - 1] {
// When n-1 and m-1 position character is equal
record[((n - 1) * size) + (m - 1)] = countEditDistance(record, first, second, n - 1, m - 1, size)
} else {
var insert int = countEditDistance(record, first, second, n, m - 1, size)
var remove int = countEditDistance(record, first, second, n - 1, m, size)
var replace int = countEditDistance(record, first, second, n - 1, m - 1, size)
record[((n - 1) * size) + (m - 1)] = minValue(minValue(insert, replace), remove) + 1
}
return record[((n - 1) * size) + (m - 1)]
}
func findEditDistance(first, second string) {
// Get the size of given string
var n int = len(first)
var m int = len(second)
var result int = 0
if n == 0 {
// When of first string empty
result = m
} else if m == 0 {
// When of second string empty
result = n
} else {
// Auxiliary space
// Set initial value is to -1
var record = make([] int,(n * m) + 1)
for i := 0; i < (n * m) + 1; i++ {
record[i] = -1
}
result = countEditDistance(record, first, second, n, m, n)
}
// Display calculated results
fmt.Print("\n Given String : [", first, "],[", second, "]")
fmt.Print("\n Edit distance : ", result)
}
func main() {
// Test Cases
findEditDistance("man", "womans")
findEditDistance("ok", "kok")
findEditDistance("Ratings", "Reviews")
findEditDistance("Affect", "Effects")
}
Output
Given String : [man],[womans]
Edit distance : 3
Given String : [ok],[kok]
Edit distance : 1
Given String : [Ratings],[Reviews]
Edit distance : 4
Given String : [Affect],[Effects]
Edit distance : 2
<?php
/*
Php Program for
Calculating edit distance using dynamic programming
*/
class EditDistance
{
public function minValue($a, $b)
{
if ($a < $b)
{
return $a;
}
return $b;
}
public function countEditDistance($record, $first,
$second, $n,
$m, $size)
{
if ($m == 0)
{
// When m is zero
return $n;
}
else if ($n == 0)
{
// When n is zero
return $m;
}
else if ($record[(($n - 1) * $size) + ($m - 1)] != -1)
{
// When sequence is repeated
return $record[(($n - 1) * $size) + ($m - 1)];
}
else if ($first[$n - 1] == $second[$m - 1])
{
// When n-1 and m-1 position character is equal
$record[(($n - 1) * $size) + ($m - 1)] =
$this->countEditDistance(
$record, $first, $second, $n - 1, $m - 1, $size
);
}
else
{
$insert = $this->countEditDistance(
$record, $first, $second, $n, $m - 1, $size
);
$remove = $this->countEditDistance(
$record, $first, $second, $n - 1, $m, $size
);
$replace = $this->countEditDistance(
$record, $first, $second, $n - 1, $m - 1, $size
);
$record[(($n - 1) * $size) + ($m - 1)] =
$this->minValue(
$this->minValue($insert, $replace), $remove
) + 1;
}
return $record[(($n - 1) * $size) + ($m - 1)];
}
public function findEditDistance($first, $second)
{
// Get the size of given string
$n = strlen($first);
$m = strlen($second);
$result = 0;
if ($n == 0)
{
// When of first string empty
$result = $m;
}
else if ($m == 0)
{
// When of second string empty
$result = $n;
}
else
{
// Auxiliary space
// Set initial value is to -1
$record = array_fill(0, ($n * $m) + 1, -1);
$result = $this->countEditDistance(
$record, $first, $second, $n, $m, $n
);
}
// Display calculated results
echo("\n Given String : [".$first."],[".$second."]");
echo("\n Edit distance : ".$result);
}
}
function main()
{
$task = new EditDistance();
// Test Cases
$task->findEditDistance("man", "womans");
$task->findEditDistance("ok", "kok");
$task->findEditDistance("Ratings", "Reviews");
$task->findEditDistance("Affect", "Effects");
}
main();
Output
Given String : [man],[womans]
Edit distance : 3
Given String : [ok],[kok]
Edit distance : 1
Given String : [Ratings],[Reviews]
Edit distance : 4
Given String : [Affect],[Effects]
Edit distance : 2
/*
Node JS Program for
Calculating edit distance using dynamic programming
*/
class EditDistance
{
minValue(a, b)
{
if (a < b)
{
return a;
}
return b;
}
countEditDistance(record, first, second, n, m, size)
{
if (m == 0)
{
// When m is zero
return n;
}
else if (n == 0)
{
// When n is zero
return m;
}
else if (record[((n - 1) * size) + (m - 1)] != -1)
{
// When sequence is repeated
return record[((n - 1) * size) + (m - 1)];
}
else if (first.charAt(n - 1) == second.charAt(m - 1))
{
// When n-1 and m-1 position character is equal
record[((n - 1) * size) + (m - 1)] =
this.countEditDistance(
record, first, second, n - 1, m - 1, size
);
}
else
{
var insert = this.countEditDistance(
record, first, second, n, m - 1, size
);
var remove = this.countEditDistance(
record, first, second, n - 1, m, size
);
var replace = this.countEditDistance(
record, first, second, n - 1, m - 1, size
);
record[((n - 1) * size) + (m - 1)] =
this.minValue(
this.minValue(insert, replace), remove
) + 1;
}
return record[((n - 1) * size) + (m - 1)];
}
findEditDistance(first, second)
{
// Get the size of given string
var n = first.length;
var m = second.length;
var result = 0;
if (n == 0)
{
// When of first string empty
result = m;
}
else if (m == 0)
{
// When of second string empty
result = n;
}
else
{
// Auxiliary space
// Set initial value is to -1
var record = Array((n * m) + 1).fill(-1);
result = this.countEditDistance(
record, first, second, n, m, n
);
}
// Display calculated results
process.stdout.write("\n Given String : [" +
first + "],[" + second + "]");
process.stdout.write("\n Edit distance : " + result);
}
}
function main()
{
var task = new EditDistance();
// Test Cases
task.findEditDistance("man", "womans");
task.findEditDistance("ok", "kok");
task.findEditDistance("Ratings", "Reviews");
task.findEditDistance("Affect", "Effects");
}
main();
Output
Given String : [man],[womans]
Edit distance : 3
Given String : [ok],[kok]
Edit distance : 1
Given String : [Ratings],[Reviews]
Edit distance : 4
Given String : [Affect],[Effects]
Edit distance : 2
# Python 3 Program for
# Calculating edit distance using dynamic programming
class EditDistance :
def minValue(self, a, b) :
if (a < b) :
return a
return b
def countEditDistance(self, record, first, second, n, m, size) :
if (m == 0) :
# When m is zero
return n
elif (n == 0) :
# When n is zero
return m
elif (record[((n - 1) * size) + (m - 1)] != -1) :
# When sequence is repeated
return record[((n - 1) * size) + (m - 1)]
elif (first[n - 1] == second[m - 1]) :
# When n-1 and m-1 position character is equal
record[((n - 1) * size) + (m - 1)] = self.countEditDistance(
record, first, second, n - 1, m - 1, size
)
else :
insert = self.countEditDistance(
record, first, second, n, m - 1, size
)
remove = self.countEditDistance(
record, first, second, n - 1, m, size
)
replace = self.countEditDistance(
record, first, second, n - 1, m - 1, size
)
record[((n - 1) * size) + (m - 1)] = self.minValue(
self.minValue(insert, replace), remove
) + 1
return record[((n - 1) * size) + (m - 1)]
def findEditDistance(self, first, second) :
# Get the size of given string
n = len(first)
m = len(second)
result = 0
if (n == 0) :
# When of first string empty
result = m
elif (m == 0) :
# When of second string empty
result = n
else :
# Auxiliary space
# Set initial value is to -1
record = [-1] * ((n * m) + 1)
result = self.countEditDistance(
record, first, second, n, m, n
)
# Display calculated results
print("\n Given String : [", first ,
"],[", second ,"]",
end = "",sep="")
print("\n Edit distance : ", result, end = "")
def main() :
task = EditDistance()
# Test Cases
task.findEditDistance("man", "womans")
task.findEditDistance("ok", "kok")
task.findEditDistance("Ratings", "Reviews")
task.findEditDistance("Affect", "Effects")
if __name__ == "__main__": main()
Output
Given String : [man],[womans]
Edit distance : 3
Given String : [ok],[kok]
Edit distance : 1
Given String : [Ratings],[Reviews]
Edit distance : 4
Given String : [Affect],[Effects]
Edit distance : 2
# Ruby Program for
# Calculating edit distance using dynamic programming
class EditDistance
def minValue(a, b)
if (a < b)
return a
end
return b
end
def countEditDistance(record, first, second, n, m, size)
if (m == 0)
# When m is zero
return n
elsif (n == 0)
# When n is zero
return m
elsif (record[((n - 1) * size) + (m - 1)] != -1)
# When sequence is repeated
return record[((n - 1) * size) + (m - 1)]
elsif (first[n - 1] == second[m - 1])
# When n-1 and m-1 position character is equal
record[((n - 1) * size) + (m - 1)] = self.countEditDistance(
record, first, second, n - 1, m - 1, size
)
else
insert = self.countEditDistance(
record, first, second, n, m - 1, size
)
remove = self.countEditDistance(
record, first, second, n - 1, m, size
)
replace = self.countEditDistance(
record, first, second, n - 1, m - 1, size
)
record[((n - 1) * size) + (m - 1)] =
self.minValue(self.minValue(insert, replace), remove) + 1
end
return record[((n - 1) * size) + (m - 1)]
end
def findEditDistance(first, second)
# Get the size of given string
n = first.length
m = second.length
result = 0
if (n == 0)
# When of first string empty
result = m
elsif (m == 0)
# When of second string empty
result = n
else
# Auxiliary space
# Set initial value is to -1
record = Array.new((n * m) + 1) {-1}
result = self.countEditDistance(record, first, second, n, m, n)
end
# Display calculated results
print("\n Given String : [", first ,"],[", second ,"]")
print("\n Edit distance : ", result)
end
end
def main()
task = EditDistance.new()
# Test Cases
task.findEditDistance("man", "womans")
task.findEditDistance("ok", "kok")
task.findEditDistance("Ratings", "Reviews")
task.findEditDistance("Affect", "Effects")
end
main()
Output
Given String : [man],[womans]
Edit distance : 3
Given String : [ok],[kok]
Edit distance : 1
Given String : [Ratings],[Reviews]
Edit distance : 4
Given String : [Affect],[Effects]
Edit distance : 2
import scala.collection.mutable._;
/*
Scala Program for
Calculating edit distance using dynamic programming
*/
class EditDistance()
{
def minValue(a: Int, b: Int): Int = {
if (a < b)
{
return a;
}
return b;
}
def countEditDistance(record: Array[Int],
first: String, second: String, n: Int,
m: Int, size: Int): Int = {
if (m == 0)
{
// When m is zero
return n;
}
else if (n == 0)
{
// When n is zero
return m;
}
else if (record(((n - 1) * size) + (m - 1)) != -1)
{
// When sequence is repeated
return record(((n - 1) * size) + (m - 1));
}
else if (first.charAt(n - 1) == second.charAt(m - 1))
{
// When n-1 and m-1 position character is equal
record(((n - 1) * size) + (m - 1)) = countEditDistance(
record, first, second, n - 1, m - 1, size
);
}
else
{
var insert: Int = countEditDistance(
record, first, second, n, m - 1, size
);
var remove: Int = countEditDistance(
record, first, second, n - 1, m, size
);
var replace: Int = countEditDistance(
record, first, second, n - 1, m - 1, size
);
record(((n - 1) * size) + (m - 1)) =
minValue(minValue(insert, replace), remove) + 1;
}
return record(((n - 1) * size) + (m - 1));
}
def findEditDistance(first: String, second: String): Unit = {
// Get the size of given string
var n: Int = first.length();
var m: Int = second.length();
var result: Int = 0;
if (n == 0)
{
// When of first string empty
result = m;
}
else if (m == 0)
{
// When of second string empty
result = n;
}
else
{
// Auxiliary space
// Set initial value is to -1
var record: Array[Int] = Array.fill[Int]((n * m) + 1)(-1);
result = countEditDistance(record, first, second, n, m, n);
}
// Display calculated results
print("\n Given String : [" + first + "],[" + second + "]");
print("\n Edit distance : " + result);
}
}
object Main
{
def main(args: Array[String]): Unit = {
var task: EditDistance = new EditDistance();
// Test Cases
task.findEditDistance("man", "womans");
task.findEditDistance("ok", "kok");
task.findEditDistance("Ratings", "Reviews");
task.findEditDistance("Affect", "Effects");
}
}
Output
Given String : [man],[womans]
Edit distance : 3
Given String : [ok],[kok]
Edit distance : 1
Given String : [Ratings],[Reviews]
Edit distance : 4
Given String : [Affect],[Effects]
Edit distance : 2
import Foundation;
/*
Swift 4 Program for
Calculating edit distance using dynamic programming
*/
class EditDistance
{
func minValue(_ a: Int, _ b: Int) -> Int
{
if (a < b)
{
return a;
}
return b;
}
func countEditDistance(_ record: inout[Int], _ first: [Character], _ second:
[Character], _ n: Int, _ m: Int, _ size: Int) -> Int
{
if (m == 0)
{
// When m is zero
return n;
}
else if (n == 0)
{
// When n is zero
return m;
}
else if (record[((n - 1) * size) + (m - 1)] != -1)
{
// When sequence is repeated
return record[((n - 1) * size) + (m - 1)];
}
else if (first[n - 1] == second[m - 1])
{
// When n-1 and m-1 position character is equal
record[((n - 1) * size) + (m - 1)] =
self.countEditDistance(
&record, first, second, n - 1, m - 1, size
);
}
else
{
let insert: Int = self.countEditDistance(
&record, first, second, n, m - 1, size
);
let remove: Int = self.countEditDistance(
&record, first, second, n - 1, m, size
);
let replace: Int = self.countEditDistance(
&record, first, second, n - 1, m - 1, size
);
record[((n - 1) * size) + (m - 1)] =
self.minValue(self.minValue(insert, replace), remove) + 1;
}
return record[((n - 1) * size) + (m - 1)];
}
func findEditDistance(_ first: String, _ second: String)
{
// Get the size of given string
let n: Int = first.count;
let m: Int = second.count;
var result: Int = 0;
if (n == 0)
{
// When of first string empty
result = m;
}
else if (m == 0)
{
// When of second string empty
result = n;
}
else
{
// Auxiliary space
// Set initial value is to -1
var record: [Int] = Array(repeating: -1, count: (n * m) + 1);
result = self.countEditDistance(
&record, Array(first), Array(second), n, m, n
);
}
// Display calculated results
print("\n Given String : [", first ,"],[", second ,"]", terminator: "");
print("\n Edit distance : ", result, terminator: "");
}
}
func main()
{
let task: EditDistance = EditDistance();
// Test Cases
task.findEditDistance("man", "womans");
task.findEditDistance("ok", "kok");
task.findEditDistance("Ratings", "Reviews");
task.findEditDistance("Affect", "Effects");
}
main();
Output
Given String : [ man ],[ womans ]
Edit distance : 3
Given String : [ ok ],[ kok ]
Edit distance : 1
Given String : [ Ratings ],[ Reviews ]
Edit distance : 4
Given String : [ Affect ],[ Effects ]
Edit distance : 2
/*
Kotlin Program for
Calculating edit distance using dynamic programming
*/
class EditDistance
{
fun minValue(a: Int, b: Int): Int
{
if (a < b)
{
return a;
}
return b;
}
fun countEditDistance(record: Array < Int > ,
first: String, second: String,
n: Int, m: Int, size: Int): Int
{
if (m == 0)
{
// When m is zero
return n;
}
else if (n == 0)
{
// When n is zero
return m;
}
else if (record[((n - 1) * size) + (m - 1)] != -1)
{
// When sequence is repeated
return record[((n - 1) * size) + (m - 1)];
}
else if (first.get(n - 1) == second.get(m - 1))
{
// When n-1 and m-1 position character is equal
record[((n - 1) * size) + (m - 1)] =
this.countEditDistance(
record, first, second, n - 1, m - 1, size
);
}
else
{
val insert: Int = this.countEditDistance(
record, first, second, n, m - 1, size
);
val remove: Int = this.countEditDistance(
record, first, second, n - 1, m, size
);
val replace: Int = this.countEditDistance(
record, first, second, n - 1, m - 1, size
);
record[((n - 1) * size) + (m - 1)] =
this.minValue(
this.minValue(insert, replace), remove
) + 1;
}
return record[((n - 1) * size) + (m - 1)];
}
fun findEditDistance(first: String, second: String): Unit
{
// Get the size of given string
val n: Int = first.length;
val m: Int = second.length;
var result: Int ;
if (n == 0)
{
// When of first string empty
result = m;
}
else if (m == 0)
{
// When of second string empty
result = n;
}
else
{
// Auxiliary space
// Set initial value is to -1
val record: Array < Int > = Array((n * m) + 1)
{
-1
};
result = this.countEditDistance(record, first, second, n, m, n);
}
// Display calculated results
print("\n Given String : [" + first + "],[" + second + "]");
print("\n Edit distance : " + result);
}
}
fun main(args: Array < String > ): Unit
{
val task: EditDistance = EditDistance();
// Test Cases
task.findEditDistance("man", "womans");
task.findEditDistance("ok", "kok");
task.findEditDistance("Ratings", "Reviews");
task.findEditDistance("Affect", "Effects");
}
Output
Given String : [man],[womans]
Edit distance : 3
Given String : [ok],[kok]
Edit distance : 1
Given String : [Ratings],[Reviews]
Edit distance : 4
Given String : [Affect],[Effects]
Edit distance : 2
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