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hello-algo/en/codes/javascript/chapter_greedy/fractional_knapsack.js
Yudong Jin 2778a6f9c7 Translate all code to English (#1836)
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2025-12-31 07:44:52 +08:00

47 lines
1.3 KiB
JavaScript

/**
* File: fractional_knapsack.js
* Created Time: 2023-09-02
* Author: Justin (xiefahit@gmail.com)
*/
/* Item */
class Item {
constructor(w, v) {
this.w = w; // Item weight
this.v = v; // Item value
}
}
/* Fractional knapsack: Greedy algorithm */
function fractionalKnapsack(wgt, val, cap) {
// Create item list with two attributes: weight, value
const items = wgt.map((w, i) => new Item(w, val[i]));
// Sort by unit value item.v / item.w from high to low
items.sort((a, b) => b.v / b.w - a.v / a.w);
// Loop for greedy selection
let res = 0;
for (const item of items) {
if (item.w <= cap) {
// If remaining capacity is sufficient, put the entire current item into the knapsack
res += item.v;
cap -= item.w;
} else {
// If remaining capacity is insufficient, put part of the current item into the knapsack
res += (item.v / item.w) * cap;
// No remaining capacity, so break out of the loop
break;
}
}
return res;
}
/* Driver Code */
const wgt = [10, 20, 30, 40, 50];
const val = [50, 120, 150, 210, 240];
const cap = 50;
const n = wgt.length;
// Greedy algorithm
const res = fractionalKnapsack(wgt, val, cap);
console.log(`Maximum item value not exceeding knapsack capacity is ${res}`);