Created
January 16, 2022 10:55
-
-
Save AjayPoshak/a2f8a42ed20428a3ad8445fef87ddc30 to your computer and use it in GitHub Desktop.
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
function MinHeap() { | |
this.arr = new Array() | |
} | |
MinHeap.prototype.push = function push(data, weight) { | |
this.arr.push({ data, weight }) | |
if(this.arr.length <= 1) return | |
let current = this.arr.length - 1 | |
let parent = Math.floor(current/2) | |
while(parent >= 0 && current > 0 && this.arr[parent].weight > this.arr[current].weight) { | |
swap(this.arr, parent, current) | |
current = parent | |
parent = Math.floor(parent/2) | |
} | |
} | |
MinHeap.prototype.pop = function pop() { | |
if(this.arr.length === 0) return | |
const element = this.arr[0] | |
this.arr[0] = this.arr[this.arr.length - 1] | |
this.arr.length -= 1 | |
this.heapify(0) | |
return element | |
} | |
MinHeap.prototype.heapify = function heapify(index) { | |
let left = (index * 2) + 1, right = left + 1 | |
let smallest = index | |
if(left && this.arr[left] && this.arr[left].weight < this.arr[smallest].weight) { | |
smallest = left | |
} | |
if(right && this.arr[right] && this.arr[right].weight < this.arr[smallest].weight) { | |
smallest = right | |
} | |
if(smallest !== index) { | |
swap(this.arr, smallest, index) | |
this.heapify(smallest) | |
} | |
} | |
MinHeap.prototype.peek = function peek() { | |
if(this.arr.length === 0) return null | |
return this.arr[0] | |
} | |
MinHeap.prototype.size = function size() { | |
return this.arr.length | |
} | |
function swap(arr, left, right) { | |
const temp = arr[left] | |
arr[left] = arr[right] | |
arr[right] = temp | |
} | |
class DisjointSet { | |
constructor(length) { | |
this.arr = new Array(length).fill(Infinity) | |
this.arr = this.arr.map((_, index) => index) | |
} | |
find = (key) => { | |
if(this.arr[key] === key) return key | |
return this.find(this.arr[key]) | |
} | |
union = (keyA, keyB) => { | |
const parentA = this.find(keyA) | |
const parentB = this.find(keyB) | |
if(parentA !== parentB) { | |
for(let i=0; i<this.arr.length; i++) { | |
if(this.arr[i] === parentB) this.arr[i] = parentA | |
} | |
} | |
} | |
isConnected = (keyA, keyB) => { | |
return this.find(keyA) === this.find(keyB) | |
} | |
} | |
function findDistance(pointA, pointB) { | |
const xDistance = Math.abs(pointA[0] - pointB[0]) | |
const yDistance = Math.abs(pointA[1] - pointB[1]) | |
return xDistance + yDistance | |
} | |
function minCostConnectPoints(points) { | |
const minHeap = new MinHeap() | |
for(let i=0; i<points.length; i++) { | |
for(let j=i+1; j<points.length; j++) { | |
const distance = findDistance(points[i], points[j]) | |
minHeap.push({from: i, to: j}, distance) | |
} | |
} | |
const disjointSet = new DisjointSet(points.length) | |
let edgesCount = 0, minCost = 0 | |
while(edgesCount < points.length - 1 && minHeap.size() > 0) { | |
let current = minHeap.pop() | |
if(disjointSet.isConnected(current.data.from, current.data.to) === false) { | |
minCost += current.weight | |
disjointSet.union(current.data.from, current.data.to) | |
edgesCount++ | |
} | |
} | |
return minCost | |
} |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment