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Basic algorithms in JS
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// GCD | |
// Euclidean algorithm | |
const gcd = (a,b) => { | |
if(!b) return a; | |
return gcd(b, a%b); | |
} | |
// LCM | |
// USING GCD | |
const lcm = (a,b) =>{ | |
return (a*b)/gcd(a,b); | |
} | |
// Power Set | |
// Bitwise Solution | |
const powerSet = (arr) => { | |
const number = 2 ** arr.length; | |
const subsets = []; | |
for (let combIndex = 0; combIndex < number; combIndex++) { | |
const subset = []; | |
for (let elIndex = 0; elIndex < arr.length; elIndex++) { | |
if (combIndex & (1 << elIndex)) { | |
subset.push(arr[elIndex]); | |
} | |
} | |
subsets.push(subset); | |
} | |
return subsets; | |
}; | |
// BackTracking Recursive | |
function btPowerSetRecursive(originalSet, allSubsets = [[]], currentSubSet = [], startAt = 0){ | |
for (let position = startAt; position < originalSet.length; position += 1) { | |
currentSubSet.push(originalSet[position]); | |
allSubsets.push([...currentSubSet]); | |
btPowerSetRecursive(originalSet, allSubsets, currentSubSet, position + 1); | |
currentSubSet.pop(); | |
} | |
return allSubsets; | |
} | |
// Binary Search | |
// sorted array, target to find | |
// O(log n) | |
const binarySearch = (arr, target) => { | |
let left = 0; | |
let right = arr.length - 1; | |
while (left <= right) { | |
let mid = left + ~~((right - left) * 0.5); | |
if (arr[mid] === target) return mid; | |
if (arr[mid] < target) left = mid + 1; | |
else right = mid - 1; | |
} | |
return -1; //not found | |
}; | |
// Min Heap, Priority Queue | |
class Heap { | |
constructor() { | |
this.heap = []; | |
} | |
getLeftChildIndex = parentIndex => parentIndex * 2 + 1; | |
getRightChildIndex = parentIndex => parentIndex * 2 + 2; | |
getParentIndex = childIndex => Math.floor((childIndex - 1) / 2); | |
peek = () => this.heap[0]; | |
insert = (key, value) => { | |
let node = { key, value }; | |
this.heap.push(node); | |
this.heapifyUp(); | |
}; | |
heapifyUp = () => { | |
let index = this.heap.length - 1; | |
const lastInsertedNode = this.heap[index]; | |
while (index > 0) { | |
const parentIndex = this.getParentIndex(index); | |
if (this.heap[parentIndex].key > lastInsertedNode.key) { | |
this.heap[index] = this.heap[parentIndex]; | |
index = parentIndex; | |
} else { | |
break; | |
} | |
} | |
this.heap[index] = lastInsertedNode; | |
}; | |
remove = () => { | |
const count = this.heap.length; | |
const rootNode = this.peek(); | |
if (count <= 0) return undefined; | |
else if (count === 1) this.heap = []; | |
else { | |
this.heap[0] = this.heap.pop(); | |
this.heapifyDown(); | |
} | |
return rootNode; | |
}; | |
heapifyDown = () => { | |
let index = 0; | |
const count = this.heap.length; | |
const rootNode = this.peek(); | |
while (this.getLeftChildIndex(index) < count) { | |
const leftChildIndex = this.getLeftChildIndex(index); | |
const rightChildIndex = this.getRightChildIndex(index); | |
const smallerChildIndex = | |
rightChildIndex < count && | |
this.heap[rightChildIndex].key < this.heap[leftChildIndex].key | |
? rightChildIndex | |
: leftChildIndex; | |
if (this.heap[smallerChildIndex].key <= rootNode.key) { | |
this.heap[index] = this.heap[smallerChildIndex]; | |
index = smallerChildIndex; | |
} else break; | |
} | |
this.heap[index] = rootNode; | |
}; | |
} | |
class PriorityQueue extends Heap { | |
constructor() { | |
super(); | |
} | |
enqueue = (priority, value) => this.insert(priority, value); | |
dequeue = () => this.remove(); | |
isEmpty = () => this.heap.length <= 0; | |
} |
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