/** * File: fractional_knapsack.cpp * Created Time: 2023-07-20 * Author: krahets (krahets@163.com) */ #include "../utils/common.hpp" /* Item */ class Item { public: int w; // Item weight int v; // Item value Item(int w, int v) : w(w), v(v) { } }; /* Fractional knapsack: Greedy */ double fractionalKnapsack(vector &wgt, vector &val, int cap) { // Create an item list, containing two properties: weight, value vector items; for (int i = 0; i < wgt.size(); i++) { items.push_back(Item(wgt[i], val[i])); } // Sort by unit value item.v / item.w from high to low sort(items.begin(), items.end(), [](Item &a, Item &b) { return (double)a.v / a.w > (double)b.v / b.w; }); // Loop for greedy selection double res = 0; for (auto &item : items) { if (item.w <= cap) { // If the remaining capacity is sufficient, put the entire item into the knapsack res += item.v; cap -= item.w; } else { // If the remaining capacity is insufficient, put part of the item into the knapsack res += (double)item.v / item.w * cap; // No remaining capacity left, thus break the loop break; } } return res; } /* Driver Code */ int main() { vector wgt = {10, 20, 30, 40, 50}; vector val = {50, 120, 150, 210, 240}; int cap = 50; // Greedy algorithm double res = fractionalKnapsack(wgt, val, cap); cout << "The maximum value within the bag capacity is " << res << endl; return 0; }