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translation: Add Python and Java code for EN version (#1345)
* Add the intial translation of code of all the languages * test * revert * Remove * Add Python and Java code for EN version
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/**
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* File: coin_change_greedy.java
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* Created Time: 2023-07-20
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* Author: krahets (krahets@163.com)
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*/
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package chapter_greedy;
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import java.util.Arrays;
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public class coin_change_greedy {
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/* Coin change: Greedy */
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static int coinChangeGreedy(int[] coins, int amt) {
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// Assume coins list is ordered
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int i = coins.length - 1;
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int count = 0;
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// Loop for greedy selection until no remaining amount
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while (amt > 0) {
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// Find the smallest coin close to and less than the remaining amount
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while (i > 0 && coins[i] > amt) {
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i--;
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}
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// Choose coins[i]
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amt -= coins[i];
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count++;
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}
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// If no feasible solution is found, return -1
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return amt == 0 ? count : -1;
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}
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public static void main(String[] args) {
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// Greedy: can ensure finding a global optimal solution
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int[] coins = { 1, 5, 10, 20, 50, 100 };
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int amt = 186;
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int res = coinChangeGreedy(coins, amt);
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System.out.println("\ncoins = " + Arrays.toString(coins) + ", amt = " + amt);
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System.out.println("The minimum number of coins required to make up " + amt + " is " + res);
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// Greedy: cannot ensure finding a global optimal solution
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coins = new int[] { 1, 20, 50 };
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amt = 60;
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res = coinChangeGreedy(coins, amt);
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System.out.println("\ncoins = " + Arrays.toString(coins) + ", amt = " + amt);
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System.out.println("The minimum number of coins required to make up " + amt + " is " + res);
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System.out.println("In reality, the minimum number needed is 3, i.e., 20 + 20 + 20");
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// Greedy: cannot ensure finding a global optimal solution
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coins = new int[] { 1, 49, 50 };
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amt = 98;
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res = coinChangeGreedy(coins, amt);
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System.out.println("\ncoins = " + Arrays.toString(coins) + ", amt = " + amt);
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System.out.println("The minimum number of coins required to make up " + amt + " is " + res);
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System.out.println("In reality, the minimum number needed is 2, i.e., 49 + 49");
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}
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}
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/**
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* File: fractional_knapsack.java
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* Created Time: 2023-07-20
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* Author: krahets (krahets@163.com)
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*/
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package chapter_greedy;
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import java.util.Arrays;
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import java.util.Comparator;
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/* Item */
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class Item {
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int w; // Item weight
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int v; // Item value
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public Item(int w, int v) {
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this.w = w;
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this.v = v;
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}
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}
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public class fractional_knapsack {
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/* Fractional knapsack: Greedy */
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static double fractionalKnapsack(int[] wgt, int[] val, int cap) {
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// Create an item list, containing two properties: weight, value
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Item[] items = new Item[wgt.length];
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for (int i = 0; i < wgt.length; i++) {
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items[i] = new Item(wgt[i], val[i]);
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}
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// Sort by unit value item.v / item.w from high to low
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Arrays.sort(items, Comparator.comparingDouble(item -> -((double) item.v / item.w)));
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// Loop for greedy selection
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double res = 0;
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for (Item item : items) {
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if (item.w <= cap) {
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// If the remaining capacity is sufficient, put the entire item into the knapsack
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res += item.v;
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cap -= item.w;
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} else {
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// If the remaining capacity is insufficient, put part of the item into the knapsack
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res += (double) item.v / item.w * cap;
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// No remaining capacity left, thus break the loop
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break;
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}
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}
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return res;
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}
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public static void main(String[] args) {
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int[] wgt = { 10, 20, 30, 40, 50 };
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int[] val = { 50, 120, 150, 210, 240 };
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int cap = 50;
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// Greedy algorithm
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double res = fractionalKnapsack(wgt, val, cap);
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System.out.println("The maximum value within the bag capacity is " + res);
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}
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}
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/**
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* File: max_capacity.java
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* Created Time: 2023-07-21
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* Author: krahets (krahets@163.com)
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*/
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package chapter_greedy;
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public class max_capacity {
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/* Maximum capacity: Greedy */
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static int maxCapacity(int[] ht) {
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// Initialize i, j, making them split the array at both ends
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int i = 0, j = ht.length - 1;
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// Initial maximum capacity is 0
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int res = 0;
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// Loop for greedy selection until the two boards meet
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while (i < j) {
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// Update maximum capacity
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int cap = Math.min(ht[i], ht[j]) * (j - i);
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res = Math.max(res, cap);
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// Move the shorter board inward
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if (ht[i] < ht[j]) {
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i++;
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} else {
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j--;
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}
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}
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return res;
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}
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public static void main(String[] args) {
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int[] ht = { 3, 8, 5, 2, 7, 7, 3, 4 };
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// Greedy algorithm
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int res = maxCapacity(ht);
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System.out.println("The maximum capacity is " + res);
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}
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}
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/**
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* File: max_product_cutting.java
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* Created Time: 2023-07-21
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* Author: krahets (krahets@163.com)
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*/
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package chapter_greedy;
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import java.lang.Math;
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public class max_product_cutting {
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/* Maximum product of cutting: Greedy */
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public static int maxProductCutting(int n) {
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// When n <= 3, must cut out a 1
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if (n <= 3) {
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return 1 * (n - 1);
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}
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// Greedy cut out 3s, a is the number of 3s, b is the remainder
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int a = n / 3;
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int b = n % 3;
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if (b == 1) {
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// When the remainder is 1, convert a pair of 1 * 3 into 2 * 2
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return (int) Math.pow(3, a - 1) * 2 * 2;
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}
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if (b == 2) {
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// When the remainder is 2, do nothing
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return (int) Math.pow(3, a) * 2;
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}
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// When the remainder is 0, do nothing
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return (int) Math.pow(3, a);
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}
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public static void main(String[] args) {
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int n = 58;
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// Greedy algorithm
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int res = maxProductCutting(n);
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System.out.println("The maximum product of division is " + res);
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}
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}
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