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June 6, 2021 08:27
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class MinHeap { | |
constructor () { | |
/* Initialing the array heap and adding a dummy element at index 0 */ | |
this.heap = [null] | |
} | |
getMin () { | |
/* Accessing the min element at index 1 in the heap array */ | |
return this.heap[1] | |
} | |
isEmpty() { | |
/* Accessing the min element at index 1 in the heap array */ | |
return this.heap.length === 1; | |
} | |
insert (node) { | |
/* Inserting the new node at the end of the heap array */ | |
this.heap.push(node) | |
/* Finding the correct position for the new node */ | |
if (this.heap.length > 1) { | |
let current = this.heap.length - 1 | |
/* Traversing up the parent node until the current node (current) is greater than the parent (current/2)*/ | |
// current = []; | |
while (current > 1 && this.heap[Math.floor(current/2)][0] > this.heap[current][0]) { | |
/* Swapping the two nodes by using the ES6 destructuring syntax*/ | |
[this.heap[Math.floor(current/2)], this.heap[current]] = [this.heap[current], this.heap[Math.floor(current/2)]] | |
current = Math.floor(current/2) | |
} | |
} | |
} | |
remove() { | |
/* Smallest element is at the index 1 in the heap array */ | |
let smallest = this.heap[1] | |
/* When there are more than two elements in the array, we put the right most element at the first position | |
and start comparing nodes with the child nodes | |
*/ | |
if (this.heap.length > 2) { | |
this.heap[1] = this.heap[this.heap.length-1] | |
this.heap.splice(this.heap.length - 1) | |
if (this.heap.length === 3) { | |
if (this.heap[1][0] > this.heap[2][0]) { | |
[this.heap[1], this.heap[2]] = [this.heap[2], this.heap[1]] | |
} | |
return smallest | |
} | |
let current = 1 | |
let leftChildIndex = current * 2 | |
let rightChildIndex = current * 2 + 1 | |
while (this.heap[leftChildIndex] && | |
this.heap[rightChildIndex] && | |
(this.heap[current][0] > this.heap[leftChildIndex][0] || | |
this.heap[current][0] > this.heap[rightChildIndex][0])) { | |
if (this.heap[leftChildIndex][0] < this.heap[rightChildIndex][0]) { | |
[this.heap[current], this.heap[leftChildIndex]] = [this.heap[leftChildIndex], this.heap[current]] | |
current = leftChildIndex | |
} else { | |
[this.heap[current], this.heap[rightChildIndex]] = [this.heap[rightChildIndex], this.heap[current]] | |
current = rightChildIndex | |
} | |
leftChildIndex = current * 2 | |
rightChildIndex = current * 2 + 1 | |
} | |
} | |
/* If there are only two elements in the array, we directly splice out the first element */ | |
else if (this.heap.length === 2) { | |
this.heap.splice(1, 1) | |
} else { | |
return null | |
} | |
return smallest | |
} | |
} | |
/** | |
* @param {number[][]} heights | |
* @return {number} | |
*/ | |
var minimumEffortPath = function(heights) { | |
const minHeap = new MinHeap(); | |
// const start = 0, 0 | |
// end = heights[0] - 1, heights.length - 1 | |
const m = heights[0].length - 1; | |
const n = heights.length - 1; | |
const pathEfforts = Array.from({ length: n + 1 }, () => Array.from({ length: m + 1 }, () => Infinity)); | |
pathEfforts[0][0] = 0; | |
minHeap.insert([ | |
0, // effort | |
0, // row | |
0, // column | |
]); | |
while(!minHeap.isEmpty()) { | |
const smollest = minHeap.remove(); | |
const smollestEffort = smollest[0]; | |
const currentN = smollest[1]; | |
const currentM = smollest[2]; | |
if (currentM === m && currentN === n) { | |
return smollestEffort; | |
} | |
const top = currentN + 1; | |
const left = currentM + 1; | |
const bottom = currentN - 1; | |
const right = currentM - 1; | |
const movements = [ | |
[top, currentM], | |
[currentN, left], | |
[bottom, currentM], | |
[currentN, right], | |
]; | |
for (const move of movements) { | |
if (heights[move[0]]?.[move[1]]) { | |
const height = heights[move[0]]?.[move[1]]; | |
const smollestHeight = heights[currentN][currentM]; | |
const diff = Math.abs(smollestHeight - height); | |
const minEffor = Math.max(diff, smollestEffort); | |
if (minEffor < pathEfforts[move[0]][move[1]]) { | |
pathEfforts[move[0]][move[1]] = minEffor; | |
minHeap.insert([ | |
minEffor, // effort | |
move[0], // row | |
move[1], // column | |
]); | |
} | |
} | |
} | |
} | |
}; |
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