Merge pull request #93 from ayDavidGitHere/master

Add ExponentialSearch Algorithm
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Brandon Johnson 2022-11-08 12:04:58 -07:00 committed by GitHub
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4 changed files with 189 additions and 1 deletions

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@ -42,10 +42,12 @@
## Searches
* [Binarysearch](./Searches/BinarySearch.php)
* [ExponentialSearch](./Searches/ExponentialSearch.php)
* [Fibonaccisearch](./Searches/FibonacciSearch.php)
* [Jumpsearch](./Searches/JumpSearch.php)
* [Linearsearch](./Searches/LinearSearch.php)
* [Lowerbound](./Searches/LowerBound.php)
* [TernarySearch](./Searches/TernarySearch.php)
* [Upperbound](./Searches/UpperBound.php)
## Sorting

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@ -0,0 +1,60 @@
<?php
/*
* Exponential Search Algorithm
*
* The algorithm consists of two stages.
* The first stage determines a range in which the search key would reside
**** if it were in the list.
* In the second stage, a binary search is performed on this range.
*/
/**
* @param Array $arr
* @param int $value
* @param int $floor
* @param int $ceiling
* @return int
**/
function binarySearch ($arr, $value, $floor, $ceiling) {
// Get $middle index
$mid = floor(($floor + $ceiling) / 2);
// Return position if $value is at the $mid position
if ($arr[$mid] === $value) {
return (int) $mid;
}
//Return -1 is range is wrong
if ($floor > $ceiling) return -1;
// search the left part of the $array
// If the $middle element is great than the $value
if ($arr[$mid] > $value) {
return binarySearch($arr, $value, $floor, $mid - 1);
}
// search the right part of the $array
// If the $middle element is lower than the $value
else {
return binarySearch($arr, $value, $mid + 1, $ceiling);
}
}
/**
* @param Array $arr
* @param int $length
* @param int $value
* @return int
**/
function exponentialSearch ($arr, $value) {
// If $value is the first element of the $array return this position
if ($arr[0] === $value) {
return 0;
}
// Find range for binary search
$i = 1;
$length = count($arr);
while ($i < $length && $arr[$i] <= $value) {
$i = $i * 2;
}
$floor = $i/2;
$ceiling = min($i, $length);
// Call binary search for the range found above
return binarySearch($arr, $value, $floor, $ceiling);
}

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@ -0,0 +1,83 @@
<?php
/* Ternary search is similar to binary search
* It rather divides the sorted array into three parts rather than.two parts by using two middle points, $mid1 $mid2.
* The value of the $key will first be compared with the two $mid points, the value will be returned if there is a match.
* Then, if the value of the $key is less than $mid1, narrow the interval to the first part.
* Else, if the value of the $key is greater than $mid2, narrow the interval to the third part.
* Otherwise, narrow the interval to the $middle part.
* Repeat the steps until the value is found or the interval is empty (value not found after checking all elements).
*/
function ternarySearchByRecursion ($arr, $key, $low, $high) {
//Return -1 if high lesser than low, we can't find item in the whole array
if ($high < $low) {
return null;
}
//get $mid1 and $mid2
$mid1 = floor($low + ($high - $low) / 3);
$mid2 = floor($high - ($high - $low) / 3);
// check if $key is found at any $mid
if ($arr[$mid1] === $key) {
// return index of $key if found
return $mid1;
}
if ($arr[$mid2] === $key) {
// return index of $key if found
return $mid2;
}
// since the $key is not found at $mid,
// check in which region it is present
// and repeat the Search operation
// in that region
if ($key < $arr[$mid1]) {
// the $key lies in between $low and $mid1
return ternarySearchByRecursion($arr, $key, $low, $mid1 - 1);
} else if ($key > $arr[$mid2]) {
// the $key lies in between $mid2 and $high
return ternarySearchByRecursion($arr, $key, $mid2 + 1, $high);
} else {
// the $key lies in between $mid1 and $mid2
return ternarySearchByRecursion($arr, $key, $mid1 + 1, $mid2 - 1);
}
}
function ternarySearchIterative ($arr, $key) {
$low = 0; $high = count($arr) - 1;
while ($high >= $low) {
// find the $mid1 and $mid2
$mid1 = floor($low + ($high - $low) / 3);
$mid2 = floor($high - ($high - $low) / 3);
// check if $key is found at any $mid
if ($arr[$mid1] === $key) {
// return index of $key if found
return $mid1;
}
if ($arr[$mid2] === $key) {
// return index of $key if found
return $mid2;
}
// since the $key is not found at $mid,
// check in which region it is present
// and repeat the Search operation
// in that region
if ($key < $arr[$mid1]) {
// the $key lies in between $low and $mid1
$high = $mid1 - 1;
} else if ($key > $arr[$mid2]) {
// the $key lies in between $mid2 and $high
$low = $mid2 + 1;
} else {
// the $key lies in between $mid1 and $mid2
$low = $mid1 + 1;
$high = $mid2 - 1;
}
}
// the $key was not found
return null;
}

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@ -12,6 +12,8 @@ require_once __DIR__ . '/../../Searches/LinearSearch.php';
require_once __DIR__ . '/../../Searches/LowerBound.php';
require_once __DIR__ . '/../../Searches/UpperBound.php';
require_once __DIR__ . '/../../Searches/JumpSearch.php';
require_once __DIR__ . '/../../Searches/ExponentialSearch.php';
require_once __DIR__ . '/../../Searches/TernarySearch.php';
class SearchesTest extends TestCase
@ -143,5 +145,46 @@ class SearchesTest extends TestCase
$result = jumpSearch($list, $target);
assertEquals(6, $result);
}
public function testExponentialSearch()
{
$list = array(2,3,4,7,28,35,63,98);
$target = 35;
$result = exponentialSearch($list, $target);
assertEquals(5, $result);
}
public function testTernarySearchIterative()
{
$list = [0, 5, 7, 10, 15];
$target = 0;
$result = ternarySearchIterative($list, $target);
assertEquals(0, $result);
$target = 15;
$result = ternarySearchIterative($list, $target);
assertEquals(4, $result);
$target = 5;
$result = ternarySearchIterative($list, $target);
assertEquals(1, $result);
$target = 6;
$result = ternarySearchIterative($list, $target);
assertEquals(null, $result);
}
public function testTernarySearchByRecursion()
{
$list = [0, 5, 7, 10, 15];
$target = 0;
$result = ternarySearchByRecursion($list, $target, 0, 4);
assertEquals(0, $result);
$target = 15;
$result = ternarySearchByRecursion($list, $target, 0, 4);
assertEquals(4, $result);
$target = 5;
$result = ternarySearchByRecursion($list, $target, 0, 4);
assertEquals(1, $result);
$target = 6;
$result = ternarySearchByRecursion($list, $target, 0, 4);
assertEquals(null, $result);
}
}