Check if an array is Wave Array
Last Updated :
11 Jul, 2025
Given an array of N positive integers. The task is to check if the array is sorted in wave form.
Examples:
Input: arr[] = {1, 2, 3, 4, 5}
Output: NO
Input: arr[] = {1, 5, 3, 7, 2, 8, 6}
Output: YES
Approach:
- First check the element at index 1, i.e, arr[1] and observe the pattern.
- If arr[1] is greater than its left and right element, then this pattern will be followed by other elements.
- Else If arr[1] is smaller than its left and right element, then this pattern will be followed by other elements.
- Check for the same pattern found from above steps. If at any point, this rule violates, return false, else return true.
Below is the implementation of above approach:
C++
// CPP code to check if the array is wave array
#include <iostream>
using namespace std;
// Function to check if array is wave array
// arr : input array
// n : size of array
bool isWaveArray(int arr[], int n)
{
bool result = false;
/* Check the wave form
* If arr[1] is greater than left and right
* Same pattern will be followed by whole
* elements, else reverse pattern
* will be followed by array elements
*/
if (arr[1] > arr[0] && arr[1] > arr[2]) {
for (int i = 1; i < n - 1; i += 2) {
if (arr[i] > arr[i - 1] && arr[i] > arr[i + 1]) {
result = true;
}
else {
result = false;
break;
}
}
// Check for last element
if (result == true && n % 2 == 0) {
if (arr[n - 1] <= arr[n - 2]) {
result = false;
}
}
}
else if (arr[1] < arr[0] && arr[1] < arr[2]) {
for (int i = 1; i < n - 1; i += 2) {
if (arr[i] < arr[i - 1] && arr[i] < arr[i + 1]) {
result = true;
}
else {
result = false;
break;
}
}
// Check for last element
if (result == true && n % 2 == 0) {
if (arr[n - 1] >= arr[n - 2]) {
result = false;
}
}
}
return result;
}
// Driver Code
int main()
{
// Array
int arr[] = { 1, 3, 2, 4 };
int n = sizeof(arr) / sizeof(int);
if (isWaveArray(arr, n)) {
cout << "YES" << endl;
}
else {
cout << "NO" << endl;
}
return 0;
}
Java
// Java code to check if the array is wave array
public class GFG {
// Function to check if array is wave array
// arr : input array
// n : size of array
static boolean isWaveArray(int arr[], int n)
{
boolean result = true;
/* Check the wave form
* If arr[1] is greater than left and right
* Same pattern will be followed by whole
* elements, else reverse pattern
* will be followed by array elements
*/
if (arr[1] > arr[0] && arr[1] > arr[2]) {
for (int i = 1; i < n - 1; i += 2) {
if (arr[i] > arr[i - 1] && arr[i] > arr[i + 1]) {
result = true;
}
else {
result = false;
break;
}
}
// Check for last element
if (result == true && n % 2 == 0) {
if (arr[n - 1] <= arr[n - 2]) {
result = false;
}
}
}
else if (arr[1] < arr[0] && arr[1] < arr[2]) {
for (int i = 1; i < n - 1; i += 2) {
if (arr[i] < arr[i - 1] && arr[i] < arr[i + 1]) {
result = true;
}
else {
result = false;
break;
}
}
// Check for last element
if (result == true && n % 2 == 0) {
if (arr[n - 1] >= arr[n - 2]) {
result = false;
}
}
}
return result;
}
// Driver code
public static void main(String args[])
{
int arr[] = { 1, 3, 2, 4 };
int n = arr.length;
if (isWaveArray(arr, n)) {
System.out.println("YES");
}
else {
System.out.println("NO");
}
}
// This Code is contributed by ANKITRAI1
}
Python 3
# Python 3 code to check if
# the array is wave array
# Function to check if
# array is wave array
# arr : input array
# n : size of array
def isWaveArray(arr , n):
result = True
# Check the wave form
# If arr[1] is greater than
# left and right. Same pattern
# will be followed by whole
# elements, else reverse pattern
# will be followed by array elements
if (arr[1] > arr[0] and arr[1] > arr[2]):
for i in range(1, n - 1, 2):
if (arr[i] > arr[i - 1] and
arr[i] > arr[i + 1]):
result = True
else :
result = False
break
# Check for last element
if (result == True and n % 2 == 0):
if (arr[n - 1] <= arr[n - 2]) :
result = False
elif (arr[1] < arr[0] and
arr[1] < arr[2]) :
for i in range(1, n - 1, 2) :
if (arr[i] < arr[i - 1] and
arr[i] < arr[i + 1]):
result = True
else :
result = False
break
# Check for last element
if (result == True and n % 2 == 0) :
if (arr[n - 1] >= arr[n - 2]) :
result = False
return result
# Driver Code
if __name__ == "__main__":
# Array
arr = [ 1, 3, 2, 4 ]
n = len(arr)
if (isWaveArray(arr, n)):
print("YES")
else:
print("NO")
# This code is contributed
# by ChitraNayal
C#
// C# code to check if the
// array is wave array
using System;
class GFG
{
// Function to check if array
// is wave array
// arr : input array
// n : size of array
static bool isWaveArray(int []arr, int n)
{
bool result = true;
/* Check the wave form
* If arr[1] is greater than left
* and right. Same pattern will be
* followed by whole elements, else
* reverse pattern will be followed
by array elements */
if (arr[1] > arr[0] && arr[1] > arr[2])
{
for (int i = 1; i < n - 1; i += 2)
{
if (arr[i] > arr[i - 1] &&
arr[i] > arr[i + 1])
{
result = true;
}
else
{
result = false;
break;
}
}
// Check for last element
if (result == true && n % 2 == 0)
{
if (arr[n - 1] <= arr[n - 2])
{
result = false;
}
}
}
else if (arr[1] < arr[0] &&
arr[1] < arr[2])
{
for (int i = 1; i < n - 1; i += 2)
{
if (arr[i] < arr[i - 1] &&
arr[i] < arr[i + 1])
{
result = true;
}
else
{
result = false;
break;
}
}
// Check for last element
if (result == true && n % 2 == 0)
{
if (arr[n - 1] >= arr[n - 2])
{
result = false;
}
}
}
return result;
}
// Driver code
public static void Main()
{
int []arr = { 1, 3, 2, 4 };
int n = arr.Length;
if (isWaveArray(arr, n))
{
Console.WriteLine("YES");
}
else
{
Console.WriteLine("NO");
}
}
}
// This code is contributed
// by inder_verma
JavaScript
<script>
// Javascript code to check if the array is wave array
// Function to check if array is wave array
// arr : input array
// n : size of array
function isWaveArray(arr, n)
{
let result = true;
/* Check the wave form
* If arr[1] is greater than left and right
* Same pattern will be followed by whole
* elements, else reverse pattern
* will be followed by array elements
*/
if (arr[1] > arr[0] && arr[1] > arr[2]) {
for (let i = 1; i < n - 1; i += 2) {
if (arr[i] > arr[i - 1] && arr[i] > arr[i + 1]) {
result = true;
}
else {
result = false;
break;
}
}
// Check for last element
if (result == true && n % 2 == 0) {
if (arr[n - 1] <= arr[n - 2]) {
result = false;
}
}
}
else if (arr[1] < arr[0] && arr[1] < arr[2]) {
for (let i = 1; i < n - 1; i += 2) {
if (arr[i] < arr[i - 1] && arr[i] < arr[i + 1]) {
result = true;
}
else {
result = false;
break;
}
}
// Check for last element
if (result == true && n % 2 == 0) {
if (arr[n - 1] >= arr[n - 2]) {
result = false;
}
}
}
return result;
}
// Array
let arr = [ 1, 3, 2, 4 ];
let n = arr.length;
if (isWaveArray(arr, n)) {
document.write("YES");
}
else {
document.write("NO");
}
// This code is contributed by divyeshrabadiya07.
</script>
PHP
<?php
// PHP code to check if the array is wave array
// Function to check if array is wave array
// arr : input array
// n : size of array
function isWaveArray( $arr, $n)
{
$result = true;
/* Check the wave form
* If arr[1] is greater than left and right
* Same pattern will be followed by whole
* elements, else reverse pattern
* will be followed by array elements
*/
if ($arr[1] > $arr[0] &&
$arr[1] > $arr[2])
{
for ( $i = 1; $i < ($n - 1); $i += 2)
{
if ($arr[$i] > $arr[$i - 1] &&
$arr[$i] > $arr[$i + 1])
{
$result = true;
}
else
{
$result = false;
break;
}
}
// Check for last element
if ($result == true && $n % 2 == 0)
{
if ($arr[$n - 1] <= $arr[$n - 2])
{
$result = false;
}
}
}
else if ($arr[1] < $arr[0] &&
$arr[1] < $arr[2])
{
for ($i = 1; $i < $n - 1; $i += 2)
{
if ($arr[$i] < $arr[$i - 1] &&
$arr[$i] < $arr[$i + 1])
{
$result = true;
}
else
{
$result = false;
break;
}
}
// Check for last element
if ($result == true && $n % 2 == 0)
{
if ($arr[$n - 1] >= $arr[$n - 2])
{
$result = false;
}
}
}
return $result;
}
// Driver Code
// Array
$arr = array (1, 3, 2, 4 );
$n = sizeof($arr);
if (isWaveArray($arr, $n))
{
echo "YES";
}
else
{
echo "NO";
}
// This code is contributed by jit_t
?>
Time Complexity: O(n)
Auxiliary Space: O(1)
Approach :- 2 One approach to check if an array is a wave array is to first sort the array in ascending order. Then, we can swap adjacent elements to form a wave-like pattern. If at least one element does not satisfy the wave property, the array is not a wave array.
Here is the implementation of this approach:
Traverse the array from the second element to the second last element.
Check if the current element is greater than or equal to both its adjacent elements or smaller than or equal to both its adjacent elements.
If it satisfies the above condition, move to the next element, else return false.
If the entire array has been traversed without any element failing the condition, return true.
C++
#include <bits/stdc++.h>
using namespace std;
bool isWave(int arr[], int n) {
// sort the array
sort(arr, arr + n);
// swap adjacent elements to form wave
for (int i = 0; i < n - 1; i += 2) {
swap(arr[i], arr[i + 1]);
}
// check if wave property is satisfied
for (int i = 0; i < n - 1; i++) {
if ((i % 2 == 0 && arr[i] > arr[i + 1]) ||
(i % 2 == 1 && arr[i] < arr[i + 1])) {
return true;
}
}
return false;
}
int main() {
int arr[] = { 1, 3, 2, 4 };
int n = sizeof(arr) / sizeof(arr[0]);
if (isWave(arr, n)) {
cout << "The array is a wave array";
} else {
cout << "The array is not a wave array";
}
return 0;
}
Java
import java.util.Arrays;
public class GFG {
// Function to check if the given array is a wave array
static boolean isWave(int[] arr, int n) {
// Sort the array in ascending order
Arrays.sort(arr);
// Swap adjacent elements to form a wave
for (int i = 0; i < n - 1; i += 2) {
swap(arr, i, i + 1);
}
// Check if the wave property is satisfied
for (int i = 0; i < n - 1; i++) {
// For even indices, check if the current element is greater than the next element
// For odd indices, check if the current element is smaller than the next element
if ((i % 2 == 0 && arr[i] > arr[i + 1]) || (i % 2 == 1 && arr[i] < arr[i + 1])) {
return true; // If the wave property is satisfied, return true
}
}
return false; // If the wave property is not satisfied for any pair, return false
}
// Helper function to swap two elements in an array
static void swap(int[] arr, int i, int j) {
int temp = arr[i];
arr[i] = arr[j];
arr[j] = temp;
}
public static void main(String[] args) {
int[] arr = { 1, 3, 2, 4 };
int n = arr.length;
if (isWave(arr, n)) {
System.out.println("The array is a wave array");
} else {
System.out.println("The array is not a wave array");
}
}
}
Python3
def is_wave(arr):
# Sort the array in ascending order
arr.sort()
# Swap adjacent elements to form a wave
for i in range(0, len(arr) - 1, 2):
arr[i], arr[i + 1] = arr[i + 1], arr[i]
# Check if the wave property is satisfied
for i in range(len(arr) - 1):
if (i % 2 == 0 and arr[i] > arr[i + 1]) or (i % 2 == 1 and arr[i] < arr[i + 1]):
return True
return False
# Driver code
if __name__ == "__main__":
arr = [1, 3, 2, 4]
if is_wave(arr):
print("The array is a wave array")
else:
print("The array is not a wave array")
C#
using System;
public class GFG
{
// Function to check if the array is a wave array
public static bool IsWave(int[] arr, int n)
{
// Sort the array
Array.Sort(arr);
// Swap adjacent elements to form a wave
for (int i = 0; i < n - 1; i += 2)
{
int temp = arr[i];
arr[i] = arr[i + 1];
arr[i + 1] = temp;
}
// Check if the wave property is satisfied
for (int i = 0; i < n - 1; i++)
{
if ((i % 2 == 0 && arr[i] > arr[i + 1]) ||
(i % 2 == 1 && arr[i] < arr[i + 1]))
{
return true;
}
}
return false;
}
public static void Main(string[] args)
{
int[] arr = { 1, 3, 2, 4 };
int n = arr.Length;
if (IsWave(arr, n))
{
Console.WriteLine("The array is a wave array");
}
else
{
Console.WriteLine("The array is not a wave array");
}
}
}
JavaScript
function isWave(arr) {
// Sort the array
arr.sort((a, b) => a - b);
// Swap adjacent elements to form a wave
for (let i = 0; i < arr.length - 1; i += 2) {
[arr[i], arr[i + 1]] = [arr[i + 1], arr[i]];
}
// Check if the wave property is satisfied
for (let i = 0; i < arr.length - 1; i++) {
if ((i % 2 === 0 && arr[i] > arr[i + 1]) || (i % 2 === 1 && arr[i] < arr[i + 1])) {
return true;
}
}
return false;
}
//Driver code
const arr = [1, 3, 2, 4];
if (isWave(arr)) {
console.log("The array is a wave array");
} else {
console.log("The array is not a wave array");
}
OutputThe array is a wave array
Time Complexity:
The algorithm involves a linear scan of the entire array, which takes O(nlogn) time, where n is the size of the array.
Auxiliary Space:
The algorithm uses only constant extra space to store the indices and variables, which does not depend on the size of the array. Hence, the space complexity is O(1).
Similar Reads
Basics & Prerequisites
Data Structures
Array Data StructureIn this article, we introduce array, implementation in different popular languages, its basic operations and commonly seen problems / interview questions. An array stores items (in case of C/C++ and Java Primitive Arrays) or their references (in case of Python, JS, Java Non-Primitive) at contiguous
3 min read
String in Data StructureA string is a sequence of characters. The following facts make string an interesting data structure.Small set of elements. Unlike normal array, strings typically have smaller set of items. For example, lowercase English alphabet has only 26 characters. ASCII has only 256 characters.Strings are immut
2 min read
Hashing in Data StructureHashing is a technique used in data structures that efficiently stores and retrieves data in a way that allows for quick access. Hashing involves mapping data to a specific index in a hash table (an array of items) using a hash function. It enables fast retrieval of information based on its key. The
2 min read
Linked List Data StructureA linked list is a fundamental data structure in computer science. It mainly allows efficient insertion and deletion operations compared to arrays. Like arrays, it is also used to implement other data structures like stack, queue and deque. Hereâs the comparison of Linked List vs Arrays Linked List:
2 min read
Stack Data StructureA Stack is a linear data structure that follows a particular order in which the operations are performed. The order may be LIFO(Last In First Out) or FILO(First In Last Out). LIFO implies that the element that is inserted last, comes out first and FILO implies that the element that is inserted first
2 min read
Queue Data StructureA Queue Data Structure is a fundamental concept in computer science used for storing and managing data in a specific order. It follows the principle of "First in, First out" (FIFO), where the first element added to the queue is the first one to be removed. It is used as a buffer in computer systems
2 min read
Tree Data StructureTree Data Structure is a non-linear data structure in which a collection of elements known as nodes are connected to each other via edges such that there exists exactly one path between any two nodes. Types of TreeBinary Tree : Every node has at most two childrenTernary Tree : Every node has at most
4 min read
Graph Data StructureGraph Data Structure is a collection of nodes connected by edges. It's used to represent relationships between different entities. If you are looking for topic-wise list of problems on different topics like DFS, BFS, Topological Sort, Shortest Path, etc., please refer to Graph Algorithms. Basics of
3 min read
Trie Data StructureThe Trie data structure is a tree-like structure used for storing a dynamic set of strings. It allows for efficient retrieval and storage of keys, making it highly effective in handling large datasets. Trie supports operations such as insertion, search, deletion of keys, and prefix searches. In this
15+ min read
Algorithms
Searching AlgorithmsSearching algorithms are essential tools in computer science used to locate specific items within a collection of data. In this tutorial, we are mainly going to focus upon searching in an array. When we search an item in an array, there are two most common algorithms used based on the type of input
2 min read
Sorting AlgorithmsA Sorting Algorithm is used to rearrange a given array or list of elements in an order. For example, a given array [10, 20, 5, 2] becomes [2, 5, 10, 20] after sorting in increasing order and becomes [20, 10, 5, 2] after sorting in decreasing order. There exist different sorting algorithms for differ
3 min read
Introduction to RecursionThe process in which a function calls itself directly or indirectly is called recursion and the corresponding function is called a recursive function. A recursive algorithm takes one step toward solution and then recursively call itself to further move. The algorithm stops once we reach the solution
14 min read
Greedy AlgorithmsGreedy algorithms are a class of algorithms that make locally optimal choices at each step with the hope of finding a global optimum solution. At every step of the algorithm, we make a choice that looks the best at the moment. To make the choice, we sometimes sort the array so that we can always get
3 min read
Graph AlgorithmsGraph is a non-linear data structure like tree data structure. The limitation of tree is, it can only represent hierarchical data. For situations where nodes or vertices are randomly connected with each other other, we use Graph. Example situations where we use graph data structure are, a social net
3 min read
Dynamic Programming or DPDynamic Programming is an algorithmic technique with the following properties.It is mainly an optimization over plain recursion. Wherever we see a recursive solution that has repeated calls for the same inputs, we can optimize it using Dynamic Programming. The idea is to simply store the results of
3 min read
Bitwise AlgorithmsBitwise algorithms in Data Structures and Algorithms (DSA) involve manipulating individual bits of binary representations of numbers to perform operations efficiently. These algorithms utilize bitwise operators like AND, OR, XOR, NOT, Left Shift, and Right Shift.BasicsIntroduction to Bitwise Algorit
4 min read
Advanced
Segment TreeSegment Tree is a data structure that allows efficient querying and updating of intervals or segments of an array. It is particularly useful for problems involving range queries, such as finding the sum, minimum, maximum, or any other operation over a specific range of elements in an array. The tree
3 min read
Pattern SearchingPattern searching algorithms are essential tools in computer science and data processing. These algorithms are designed to efficiently find a particular pattern within a larger set of data. Patten SearchingImportant Pattern Searching Algorithms:Naive String Matching : A Simple Algorithm that works i
2 min read
GeometryGeometry is a branch of mathematics that studies the properties, measurements, and relationships of points, lines, angles, surfaces, and solids. From basic lines and angles to complex structures, it helps us understand the world around us.Geometry for Students and BeginnersThis section covers key br
2 min read
Interview Preparation
Practice Problem