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
This commit is contained in:
Yudong Jin
2024-05-06 05:21:51 +08:00
committed by GitHub
parent b5e198db7d
commit 1c0f350ad6
174 changed files with 12349 additions and 0 deletions
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/**
* File: coin_change_greedy.java
* Created Time: 2023-07-20
* Author: krahets (krahets@163.com)
*/
package chapter_greedy;
import java.util.Arrays;
public class coin_change_greedy {
/* Coin change: Greedy */
static int coinChangeGreedy(int[] coins, int amt) {
// Assume coins list is ordered
int i = coins.length - 1;
int count = 0;
// Loop for greedy selection until no remaining amount
while (amt > 0) {
// Find the smallest coin close to and less than the remaining amount
while (i > 0 && coins[i] > amt) {
i--;
}
// Choose coins[i]
amt -= coins[i];
count++;
}
// If no feasible solution is found, return -1
return amt == 0 ? count : -1;
}
public static void main(String[] args) {
// Greedy: can ensure finding a global optimal solution
int[] coins = { 1, 5, 10, 20, 50, 100 };
int amt = 186;
int res = coinChangeGreedy(coins, amt);
System.out.println("\ncoins = " + Arrays.toString(coins) + ", amt = " + amt);
System.out.println("The minimum number of coins required to make up " + amt + " is " + res);
// Greedy: cannot ensure finding a global optimal solution
coins = new int[] { 1, 20, 50 };
amt = 60;
res = coinChangeGreedy(coins, amt);
System.out.println("\ncoins = " + Arrays.toString(coins) + ", amt = " + amt);
System.out.println("The minimum number of coins required to make up " + amt + " is " + res);
System.out.println("In reality, the minimum number needed is 3, i.e., 20 + 20 + 20");
// Greedy: cannot ensure finding a global optimal solution
coins = new int[] { 1, 49, 50 };
amt = 98;
res = coinChangeGreedy(coins, amt);
System.out.println("\ncoins = " + Arrays.toString(coins) + ", amt = " + amt);
System.out.println("The minimum number of coins required to make up " + amt + " is " + res);
System.out.println("In reality, the minimum number needed is 2, i.e., 49 + 49");
}
}
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/**
* File: fractional_knapsack.java
* Created Time: 2023-07-20
* Author: krahets (krahets@163.com)
*/
package chapter_greedy;
import java.util.Arrays;
import java.util.Comparator;
/* Item */
class Item {
int w; // Item weight
int v; // Item value
public Item(int w, int v) {
this.w = w;
this.v = v;
}
}
public class fractional_knapsack {
/* Fractional knapsack: Greedy */
static double fractionalKnapsack(int[] wgt, int[] val, int cap) {
// Create an item list, containing two properties: weight, value
Item[] items = new Item[wgt.length];
for (int i = 0; i < wgt.length; i++) {
items[i] = new Item(wgt[i], val[i]);
}
// Sort by unit value item.v / item.w from high to low
Arrays.sort(items, Comparator.comparingDouble(item -> -((double) item.v / item.w)));
// Loop for greedy selection
double res = 0;
for (Item 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;
}
public static void main(String[] args) {
int[] wgt = { 10, 20, 30, 40, 50 };
int[] val = { 50, 120, 150, 210, 240 };
int cap = 50;
// Greedy algorithm
double res = fractionalKnapsack(wgt, val, cap);
System.out.println("The maximum value within the bag capacity is " + res);
}
}
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/**
* File: max_capacity.java
* Created Time: 2023-07-21
* Author: krahets (krahets@163.com)
*/
package chapter_greedy;
public class max_capacity {
/* Maximum capacity: Greedy */
static int maxCapacity(int[] ht) {
// Initialize i, j, making them split the array at both ends
int i = 0, j = ht.length - 1;
// Initial maximum capacity is 0
int res = 0;
// Loop for greedy selection until the two boards meet
while (i < j) {
// Update maximum capacity
int cap = Math.min(ht[i], ht[j]) * (j - i);
res = Math.max(res, cap);
// Move the shorter board inward
if (ht[i] < ht[j]) {
i++;
} else {
j--;
}
}
return res;
}
public static void main(String[] args) {
int[] ht = { 3, 8, 5, 2, 7, 7, 3, 4 };
// Greedy algorithm
int res = maxCapacity(ht);
System.out.println("The maximum capacity is " + res);
}
}
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/**
* File: max_product_cutting.java
* Created Time: 2023-07-21
* Author: krahets (krahets@163.com)
*/
package chapter_greedy;
import java.lang.Math;
public class max_product_cutting {
/* Maximum product of cutting: Greedy */
public static int maxProductCutting(int n) {
// When n <= 3, must cut out a 1
if (n <= 3) {
return 1 * (n - 1);
}
// Greedy cut out 3s, a is the number of 3s, b is the remainder
int a = n / 3;
int b = n % 3;
if (b == 1) {
// When the remainder is 1, convert a pair of 1 * 3 into 2 * 2
return (int) Math.pow(3, a - 1) * 2 * 2;
}
if (b == 2) {
// When the remainder is 2, do nothing
return (int) Math.pow(3, a) * 2;
}
// When the remainder is 0, do nothing
return (int) Math.pow(3, a);
}
public static void main(String[] args) {
int n = 58;
// Greedy algorithm
int res = maxProductCutting(n);
System.out.println("The maximum product of division is " + res);
}
}