Add tests, remove main, improve docs in ExponentialSearch (#5664)

This commit is contained in:
Hardik Pawar
2024-10-11 01:00:37 +05:30
committed by GitHub
parent a4e4319126
commit d197fc7df2
3 changed files with 116 additions and 28 deletions

View File

@ -2,44 +2,47 @@ package com.thealgorithms.searches;
import com.thealgorithms.devutils.searches.SearchAlgorithm;
import java.util.Arrays;
import java.util.Random;
import java.util.concurrent.ThreadLocalRandom;
import java.util.stream.IntStream;
/**
* ExponentialSearch is an algorithm that efficiently finds the position of a target
* value within a sorted array. It works by expanding the range to find the bounds
* where the target might exist and then using binary search within that range.
*
* <p>
* Worst-case time complexity: O(log n)
* Best-case time complexity: O(1) when the element is found at the first position.
* Average time complexity: O(log n)
* Worst-case space complexity: O(1)
* </p>
*
* <p>
* Note: This algorithm requires that the input array be sorted.
* </p>
*/
class ExponentialSearch implements SearchAlgorithm {
public static void main(String[] args) {
Random r = ThreadLocalRandom.current();
int size = 100;
int maxElement = 100000;
Integer[] integers = IntStream.generate(() -> r.nextInt(maxElement)).limit(size).sorted().boxed().toArray(Integer[] ::new);
// The element that should be found
int shouldBeFound = integers[r.nextInt(size - 1)];
ExponentialSearch search = new ExponentialSearch();
int atIndex = search.find(integers, shouldBeFound);
System.out.printf("Should be found: %d. Found %d at index %d. An array length %d%n", shouldBeFound, integers[atIndex], atIndex, size);
int toCheck = Arrays.binarySearch(integers, shouldBeFound);
System.out.printf("Found by system method at an index: %d. Is equal: %b%n", toCheck, toCheck == atIndex);
}
/**
* Finds the index of the specified key in a sorted array using exponential search.
*
* @param array The sorted array to search.
* @param key The element to search for.
* @param <T> The type of the elements in the array, which must be comparable.
* @return The index of the key if found, otherwise -1.
*/
@Override
public <T extends Comparable<T>> int find(T[] array, T key) {
if (array[0] == key) {
if (array.length == 0) {
return -1;
}
if (array[0].equals(key)) {
return 0;
}
if (array[array.length - 1] == key) {
return array.length;
if (array[array.length - 1].equals(key)) {
return array.length - 1;
}
int range = 1;
while (range < array.length && array[range].compareTo(key) <= -1) {
while (range < array.length && array[range].compareTo(key) < 0) {
range = range * 2;
}