org.paukov.combinatorics.util.Util Maven / Gradle / Ivy
Go to download
Show more of this group Show more artifacts with this name
Show all versions of combinatoricslib Show documentation
Show all versions of combinatoricslib Show documentation
Very simple java library to generate permutations, combinations and other
combinatorial sequences.
/**
* Combinatorics Library
* Copyright 2012 Dmytro Paukov [email protected]
*/
package org.paukov.combinatorics.util;
import java.math.BigDecimal;
/**
* Utility class for combinatorial package
*
* @author Dmytro Paukov
* @version 2.0
*/
public class Util {
/**
* Get minimum of three values
*/
public static int minimum(int a, int b, int c) {
int mi = a;
if (b < mi) {
mi = b;
}
if (c < mi) {
mi = c;
}
return mi;
}
/**
* Calculates factorial of the given integer value x
*
* @param x Integer value
*/
public static long factorial(long x) {
long result = 1;
for (long i = 2; i <= x; i++) {
result *= i;
}
return result;
}
/**
* Calculates factorial of the given integer value x
*
* @param x Integer value
*/
public static BigDecimal bigFactorial(long x) {
BigDecimal result = BigDecimal.valueOf(1);
for (long i = 2; i <= x; i++) {
result = result.multiply(BigDecimal.valueOf(i));
}
return result;
}
/**
* Calculates 2 in power of integer value x
*/
public static long pow2(long x) {
if (x < 0) {
return 1;
}
return 1 << x;
}
/**
* Calculates the number of k-combinations (each of size k) from a set with
* n elements (size n) (also known as the "choose function")
*
* @param n Value n
* @param k Value k
*/
public static long combination(long n, long k) {
return factorial(n) / (factorial(k) * factorial(n - k));
}
/**
* Calculates greatest common divisor (GCD) of two integer values
* a
and b
*
* @param a Value a
* @param b Value b
*/
public static long gcd(long a, long b) {
if (a == 0) {
return b;
}
if (b == 0) {
return a;
}
if (a == b) {
return a;
}
if (a == 1 | b == 1) {
return 1;
}
if ((a % 2 == 0) & (b % 2 == 0)) {
return 2 * gcd(a / 2, b / 2);
}
if ((a % 2 == 0) & (b % 2 != 0)) {
return gcd(a / 2, b);
}
if ((a % 2 != 0) & (b % 2 == 0)) {
return gcd(a, b / 2);
}
return gcd(b, Math.abs(a - b));
}
/**
* Calculates lowest common multiple (LCM) of two integer values
* a
and b
*
* @param a Value a
* @param b Value b
*/
public static long lcm(long a, long b) {
return (a * b) / gcd(a, b);
}
/**
* The linear interpolant is the straight line between these points
*
* @return y
*/
public static double linearInterpolation(double x0, double y0, double x1,
double y1, double x) {
return y0 + ((y1 - y0) / (x1 - x0)) * (x - x0);
}
/**
* Levenshtein distance is a measure of the similarity between two strings,
* which we will refer to as the source string source
and the
* target string target
. The distance is the number of
* deletions, insertions, or substitutions required to transform s into t.
*
* @param source the source string
* @param target the target string
* @return Levenshtein distance
*/
public static int levenshteinDistance(String source, String target) {
int d[][]; // matrix
int n; // length of source
int m; // length of target
int i; // iterates through source
int j; // iterates through target
char s_i; // ith character of source
char t_j; // jth character of target
int cost; // cost
// Step 1
n = source.length();
m = target.length();
if (n == 0) {
return m;
}
if (m == 0) {
return n;
}
d = new int[n + 1][m + 1];
// Step 2
for (i = 0; i <= n; i++) {
d[i][0] = i;
}
for (j = 0; j <= m; j++) {
d[0][j] = j;
}
// Step 3
for (i = 1; i <= n; i++) {
s_i = source.charAt(i - 1);
// Step 4
for (j = 1; j <= m; j++) {
t_j = target.charAt(j - 1);
// Step 5
if (s_i == t_j) {
cost = 0;
} else {
cost = 1;
}
// Step 6
d[i][j] = Util.minimum(d[i - 1][j] + 1, d[i][j - 1] + 1,
d[i - 1][j - 1] + cost);
}
}
// Step 7
return d[n][m];
}
/**
* Calculates the determinant of the matrix a
*/
public static BigDecimal detCrout(BigDecimal a[][], int n) {
for (int i = 0; i < n; i++) {
boolean nonzero = false;
for (int j = 0; j < n; j++) {
if (a[i][j].compareTo(new BigDecimal(0)) > 0) {
nonzero = true;
}
}
if (!nonzero) {
return BigDecimal.ZERO;
}
}
BigDecimal scaling[] = new BigDecimal[n];
for (int i = 0; i < n; i++) {
BigDecimal big = new BigDecimal(0);
for (int j = 0; j < n; j++) {
if (a[i][j].abs().compareTo(big) > 0) {
big = a[i][j].abs();
}
}
scaling[i] = (new BigDecimal(1)).divide(big, 100,
BigDecimal.ROUND_HALF_EVEN);
}
int sign = 1;
for (int j = 0; j < n; j++) {
for (int i = 0; i < j; i++) {
BigDecimal sum = a[i][j];
for (int k = 0; k < i; k++) {
sum = sum.subtract(a[i][k].multiply(a[k][j]));
}
a[i][j] = sum;
}
BigDecimal big = new BigDecimal(0);
int imax = -1;
for (int i = j; i < n; i++) {
BigDecimal sum = a[i][j];
for (int k = 0; k < j; k++) {
sum = sum.subtract(a[i][k].multiply(a[k][j]));
}
a[i][j] = sum;
BigDecimal cur = sum.abs();
cur = cur.multiply(scaling[i]);
if (cur.compareTo(big) >= 0) {
big = cur;
imax = i;
}
}
if (j != imax) {
for (int k = 0; k < n; k++) {
BigDecimal t = a[j][k];
a[j][k] = a[imax][k];
a[imax][k] = t;
}
BigDecimal t = scaling[imax];
scaling[imax] = scaling[j];
scaling[j] = t;
sign = -sign;
}
if (j != n - 1) {
for (int i = j + 1; i < n; i++) {
a[i][j] = a[i][j].divide(a[j][j], 100,
BigDecimal.ROUND_HALF_EVEN);
}
}
}
BigDecimal result = new BigDecimal(1);
if (sign == -1) {
result = result.negate();
}
for (int i = 0; i < n; i++) {
result = result.multiply(a[i][i]);
}
return result;
}
}