public static void main(String[] argv) {
String s1 = "abcxdef";
String s2 = "defxabc";
// String s2 = "我的密码我忘记了,我该怎样做呢?";
GregorEditDistance ed = new GregorEditDistance();
System.out.println(
ed.getEditDistance(
SuperString.createCharSuperString(s1),
SuperString.createCharSuperString(s2),
Lang.Chinese));
}
public double getEditDistance(
SuperString<? extends EditUnit> S, SuperString<? extends EditUnit> T, Lang lang) {
this.S = S;
this.T = T;
QArray = new double[S.length()][S.length()][T.length()][T.length()];
for (int i = 0; i < S.length(); i++) {
for (int i2 = 0; i2 < S.length(); i2++)
for (int j = 0; j < T.length(); j++)
for (int j2 = 0; j2 < T.length(); j2++) {
QArray[i][i2][j][j2] = Double.MAX_VALUE;
}
}
return Q(0, S.length() - 1, 0, T.length() - 1, lang);
}
private double Q(int i0, int i1, int j0, int j1, Lang lang) {
double cost = 0;
if (i1 < i0) {
for (int j = j0; j <= j1; j++) {
cost += T.elementAt(j).getInsertionCost();
}
return cost;
} else if (j1 < j0) {
for (int i = i0; i <= i1; i++) {
cost += S.elementAt(i).getDeletionCost();
}
return cost;
} else if (i1 == i0 && j1 == j0) {
cost = S.elementAt(i0).getSubstitutionCost(T.elementAt(j0), lang);
QArray[i0][i1][j0][j1] = cost;
return cost;
} else if (i1 == i0) {
double minSubstituteValue = 1.0;
int minPosJ = j0;
for (int j = j0; j <= j1; j++) {
double subsitituteValue = S.elementAt(i0).getSubstitutionCost(T.elementAt(j), lang);
if (minSubstituteValue > subsitituteValue) {
minSubstituteValue = subsitituteValue;
minPosJ = j;
}
}
for (int j = j0; j <= j1; j++) {
if (j == minPosJ) {
cost += minSubstituteValue;
} else {
cost += T.elementAt(j).getInsertionCost();
}
}
} else if (j1 == j0) {
double minSubstituteValue = 1.0;
int minPosI = i0;
for (int i = i0; i <= i1; i++) {
double subsitituteValue = S.elementAt(i).getSubstitutionCost(T.elementAt(j0), lang);
if (minSubstituteValue > subsitituteValue) {
minSubstituteValue = subsitituteValue;
minPosI = i;
}
}
for (int i = i0; i <= i1; i++) {
if (i == minPosI) {
cost += minSubstituteValue;
} else {
cost += S.elementAt(i).getDeletionCost();
}
}
} else {
if (QArray[i0][i1][j0][j1] < Double.MAX_VALUE) {
return QArray[i0][i1][j0][j1];
}
for (int i = i0; i < i1; i++) {
for (int j = j0; j < j1; j++) {
double c =
Math.min(
Q(i0, i, j0, j, lang) + Q(i + 1, i1, j + 1, j1, lang),
Q(i0, i, j + 1, j1, lang) + Q(i + 1, i1, j0, j, lang) + swapCost);
if (c < QArray[i0][i1][j0][j1]) {
QArray[i0][i1][j0][j1] = c;
}
}
}
return QArray[i0][i1][j0][j1];
}
QArray[i0][i1][j0][j1] = cost;
return cost;
}