programming-examples/java/Data_Structures/TernarySearch.java

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2019-11-15 12:59:38 +01:00
import java.util.Random;
import java.util.function.DoubleUnaryOperator;
import java.util.function.IntUnaryOperator;
// https://en.wikipedia.org/wiki/Ternary_search
public class TernarySearch {
// finds maximum of strictly increasing and then strictly decreasing function
public static double ternarySearch(DoubleUnaryOperator f, double lo, double hi) {
for (int step = 0; step < 1000; step++) {
double m1 = lo + (hi - lo) / 3;
double m2 = hi - (hi - lo) / 3;
if (f.applyAsDouble(m1) < f.applyAsDouble(m2))
lo = m1;
else
hi = m2;
}
return (lo + hi) / 2;
}
// finds maximum of strictly increasing and then strictly decreasing function
public static int ternarySearch(IntUnaryOperator f, int fromInclusive, int toInclusive) {
int lo = fromInclusive;
int hi = toInclusive;
while (hi > lo + 2) {
int m1 = lo + (hi - lo) / 3;
int m2 = hi - (hi - lo) / 3;
if (f.applyAsInt(m1) < f.applyAsInt(m2))
lo = m1;
else
hi = m2;
}
int res = lo;
for (int i = lo + 1; i <= hi; i++)
if (f.applyAsInt(res) < f.applyAsInt(i))
res = i;
return res;
}
public static int ternarySearch2(IntUnaryOperator f, int fromInclusive, int toInclusive) {
int lo = fromInclusive - 1;
int hi = toInclusive;
while (hi - lo > 1) {
int mid = (lo + hi) >>> 1;
if (f.applyAsInt(mid) < f.applyAsInt(mid + 1)) {
lo = mid;
} else {
hi = mid;
}
}
return hi;
}
// random tests
public static void main(String[] args) {
System.out.println(ternarySearch((DoubleUnaryOperator) x -> -(x - 2) * (x - 2), -10, 10));
Random rnd = new Random(1);
for (int step = 0; step < 1000; step++) {
int n = rnd.nextInt(20) + 1;
int p = rnd.nextInt(n);
int[] a = new int[n];
final int range = 10;
a[p] = rnd.nextInt(range);
for (int i = p - 1; i >= 0; i--)
a[i] = a[i + 1] - rnd.nextInt(range) - 1;
for (int i = p + 1; i < n; i++)
a[i] = a[i - 1] - rnd.nextInt(range) - 1;
int res1 = ternarySearch((IntUnaryOperator) i -> a[i], 0, a.length - 1);
int res2 = ternarySearch2(i -> a[i], 0, a.length - 1);
if (p != res1 || p != res2)
throw new RuntimeException();
}
}
}