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- import java.util.*;
- public class Simplex {
- // returns x | c*x -> max, A*x <= b
- public static Rational simplex(Rational[][] A, Rational[] b, Rational[] c, Rational[] x) {
- int m = A.length;
- int n = A[0].length + 1;
- int[] index = new int[n + m];
- for (int i = 0; i < n + m; i++) {
- index[i] = i;
- }
- Rational[][] a = new Rational[m + 2][n + 1];
- for (Rational[] a1 : a) {
- Arrays.fill(a1, Rational.ZERO);
- }
- int L = m;
- for (int i = 0; i < m; i++) {
- for (int j = 0; j < n - 1; j++) {
- a[i][j] = A[i][j].negate();
- }
- a[i][n - 1] = Rational.ONE;
- a[i][n] = b[i];
- if (a[L][n].compareTo(a[i][n]) > 0) {
- L = i;
- }
- }
- for (int j = 0; j < n - 1; j++) {
- a[m][j] = c[j];
- }
- a[m + 1][n - 1] = Rational.ONE.negate();
- for (int E = n - 1;;) {
- if (L < m) {
- int t = index[E];
- index[E] = index[L + n];
- index[L + n] = t;
- a[L][E] = a[L][E].inverse();
- for (int j = 0; j <= n; j++) {
- if (j != E) {
- a[L][j] = a[L][j].mul(a[L][E].negate());
- }
- }
- for (int i = 0; i <= m + 1; i++) {
- if (i != L) {
- for (int j = 0; j <= n; j++) {
- if (j != E) {
- a[i][j] = a[i][j].add(a[L][j].mul(a[i][E]));
- }
- }
- a[i][E] = a[i][E].mul(a[L][E]);
- }
- }
- }
- E = -1;
- for (int j = 0; j < n; j++) {
- if (E < 0 || index[E] > index[j]) {
- if (a[m + 1][j].signum() > 0 || a[m + 1][j].signum() == 0 && a[m][j].signum() > 0) {
- E = j;
- }
- }
- }
- if (E < 0) {
- break;
- }
- L = -1;
- for (int i = 0; i < m; i++) {
- if (a[i][E].signum() < 0) {
- Rational d;
- if (L < 0 || (d = a[L][n].div(a[L][E]).sub(a[i][n].div(a[i][E]))).signum() < 0 || d.signum() == 0
- && index[L + n] > index[i + n]) {
- L = i;
- }
- }
- }
- if (L < 0) {
- return Rational.POSITIVE_INFINITY;
- }
- }
- if (a[m + 1][n].signum() < 0) {
- return null;
- }
- if (x != null) {
- Arrays.fill(x, Rational.ZERO);
- for (int i = 0; i < m; i++)
- if (index[n + i] < n - 1)
- x[index[n + i]] = a[i][n];
- }
- return a[m][n];
- }
- // Usage example
- public static void main(String[] args) {
- long[][] a = { { 4, -1 }, { 2, 1 }, { -5, 2 } };
- long[] b = { 8, 10, 2 };
- long[] c = { 1, 1 };
- Rational[] x = new Rational[c.length];
- Rational res = simplex(cnv(a), cnv(b), cnv(c), x);
- System.out.println(new Rational(8).equals(res));
- System.out.println(Arrays.toString(x));
- a = new long[][] { { 3, 4, -3 }, { 5, -4, -3 }, { 7, 4, 11 } };
- b = new long[] { 23, 10, 30 };
- c = new long[] { -1, 1, 2 };
- x = new Rational[c.length];
- res = simplex(cnv(a), cnv(b), cnv(c), x);
- System.out.println(new Rational(57, 8).equals(res));
- System.out.println(Arrays.toString(x));
- a = new long[][] { { 4, -1 }, { 2, 1 }, { -5, 2 } };
- b = new long[] { 8, -10, 2 };
- c = new long[] { 1, 1 };
- res = simplex(cnv(a), cnv(b), cnv(c), null);
- System.out.println(null == res);
- a = new long[][] { { -4, 1 }, { -2, -1 }, { -5, 2 } };
- b = new long[] { -8, -10, 2 };
- c = new long[] { 1, 1 };
- res = simplex(cnv(a), cnv(b), cnv(c), null);
- System.out.println(Rational.POSITIVE_INFINITY == res);
- a = new long[][] { { 1 }, { -1 } };
- b = new long[] { 1, -2 };
- c = new long[] { 0, 0 };
- res = simplex(cnv(a), cnv(b), cnv(c), null);
- System.out.println(null == res);
- }
- static Rational[] cnv(long[] a) {
- Rational[] res = new Rational[a.length];
- for (int i = 0; i < a.length; i++) {
- res[i] = new Rational(a[i]);
- }
- return res;
- }
- static Rational[][] cnv(long[][] a) {
- Rational[][] res = new Rational[a.length][];
- for (int i = 0; i < a.length; i++) {
- res[i] = cnv(a[i]);
- }
- return res;
- }
- }
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