Monotonic Array
Decode the concept of monotonic arrays and learn to determine them with this algorithm.
Published At
3/5/2023
Reading Time
~ 4 min read
Write a function that takes in an array of integers and returns a boolean representing whether the array is monotonic.
An array is said to be monotonic if its elements, from left to right, are entirely non-increasing or entirely non-decreasing.
Non-increasing elements aren't necessarily exclusively decreasing; they simply don't increase. Similarly, non-decreasing elements aren't necessarily exclusively increasing; they simply don't decrease.
Note that empty arrays and arrays of one element are monotonic.
Sample Input
array = [-1, -5, -10, -1100, -1100, -1101, -1102, -9001]
array = [-1, -5, -10, -1100, -1100, -1101, -1102, -9001]
Sample Output
true
true
Hints
Hint 1
You can solve this question by iterating through the input array from left to right once.
Hint 2
Try iterating through the input array from left to right, in search of two adjacent integers that can indicate whether the array is trending upward or downward. Once you've found the tentative trend of the array, at each element thereafter, compare the element to the previous one; if this comparison breaks the previously identified trend, the array isn't monotonic.
Hint 3
Alternatively, you can start by assuming that the array is both entirely non-decreasing and entirely non-increasing. As you iterate through each element, perform a check to see if you can invalidate one or both of your assumptions.
Optimal Space & Time Complexity
O(n) time | O(1) space - where n is the length of the array
function isMonotonic(array) {
console.log(array)
let arrLen = array.length
if (arrLen <= 2) {
return true
}
let flow = ''
let i = 0, j = 1
while (i < arrLen && j < arrLen) {
if (flow === '') {
if (array[i] < array[j]) {
flow = "increasing"
} else if (array[i] > array[j]) {
flow = "decreasing"
} else {
i++
j++
}
} else {
let localFlow = ''
if (array[i] < array[j]) {
localFlow = "increasing"
if (localFlow !== flow) {
return false
}
} else if (array[i] > array[j]) {
localFlow = "decreasing"
if (localFlow !== flow) {
return false
}
}
i++
j++
}
}
return true
}
function isMonotonic(array) {
console.log(array)
let arrLen = array.length
if (arrLen <= 2) {
return true
}
let flow = ''
let i = 0, j = 1
while (i < arrLen && j < arrLen) {
if (flow === '') {
if (array[i] < array[j]) {
flow = "increasing"
} else if (array[i] > array[j]) {
flow = "decreasing"
} else {
i++
j++
}
} else {
let localFlow = ''
if (array[i] < array[j]) {
localFlow = "increasing"
if (localFlow !== flow) {
return false
}
} else if (array[i] > array[j]) {
localFlow = "decreasing"
if (localFlow !== flow) {
return false
}
}
i++
j++
}
}
return true
}
function isMonotonic(array) {
// Write your code here.
if (array.length <= 2) return true
let direction = array[1] - array[0]
for (let i = 2; i < array.length; i++) {
if (direction === 0) {
direction = array[i] - array[i - 1];
continue
}
if(breaksDirection(direction, array[i - 1], array[i])) {
return false
}
}
return true
}
function breaksDirection(direction, previousInt, currentInt) {
const difference = currentInt - previousInt
if (direction > 0) return difference < 0
return difference > 0
}
function isMonotonic(array) {
// Write your code here.
if (array.length <= 2) return true
let direction = array[1] - array[0]
for (let i = 2; i < array.length; i++) {
if (direction === 0) {
direction = array[i] - array[i - 1];
continue
}
if(breaksDirection(direction, array[i - 1], array[i])) {
return false
}
}
return true
}
function breaksDirection(direction, previousInt, currentInt) {
const difference = currentInt - previousInt
if (direction > 0) return difference < 0
return difference > 0
}
function isMonotonic(array) {
let isNonDecreasing = true;
let isNonIncreasing = true;
for(let i = 1; i < array.length; i++) {
if (array[i] < array[i - 1]) isNonDecreasing = false
if (array[i] > array[i - 1]) isNonIncreasing = false
}
return isNonDecreasing || isNonIncreasing;
}
function isMonotonic(array) {
let isNonDecreasing = true;
let isNonIncreasing = true;
for(let i = 1; i < array.length; i++) {
if (array[i] < array[i - 1]) isNonDecreasing = false
if (array[i] > array[i - 1]) isNonIncreasing = false
}
return isNonDecreasing || isNonIncreasing;
}
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Abhishek 🙏