Merge pull request ignacio-chiazzo#5 from ignacio-chiazzo/coinchange

Added coinchange

Author: ignacio-chiazzo

CoinChange.js

@@ -0,0 +1,161 @@
+/*
+
+https://leetcode.com/problems/shortest-subarray-with-sum-at-least-k/description/
+
+862. Shortest Subarray with Sum at Least K
+Return the length of the shortest, non-empty, contiguous subarray of A with sum at least K.
+
+If there is no non-empty subarray with sum at least K, return -1.
+
+ 
+
+Example 1:
+
+Input: A = [1], K = 1
+Output: 1
+Example 2:
+
+Input: A = [1,2], K = 4
+Output: -1
+Example 3:
+
+Input: A = [2,-1,2], K = 3
+Output: 3
+ 
+
+Note:
+
+1 <= A.length <= 50000
+-10 ^ 5 <= A[i] <= 10 ^ 5
+1 <= K <= 10 ^ 9
+*/
+
+
+/*
+Tree for solution
+
+
+                                           [pos, countOfNumbers, K]
+[pos + 1, countOfNumbers, K]   [pos + 1, countOfNumbers + 1, K - nums[pos]]   [pos, countOfNumbers + 1, K - nums[pos]]
+...
+
+                                                [0, 0, 11]  // [pos, countOfNumbers, K]
+                                /                   |                 \
+            [1, 0, 11]                          [1, 1, 10]                         [0, 1, 10]
+        /       |       \                     /     |     \                       /    |    \
+[2, 0, 11]  [2, 1, 9]  [1, 1, 9]     [2, 0, 10] [2, 2, 8] [1, 2, 8]     [1, 1, 10] [1, 2, 9] [0, 2, 9]
+...
+*/
+
+// Solution 3 
+var coinChange3 = function(coins, amount) {
+  var memo = [];
+
+  for(var i = 0; i <= amount; i++) {
+    memo[i] = Number.POSITIVE_INFINITY;
+  }
+  memo[0] = 0;
+
+  for(var i = 0; i < coins.length; i++) {
+    const coin = coins[i];
+    for(var j = coin; j < memo.length; j++) {
+      memo[j] = min2(memo[j], memo[j - coin] + 1);
+    }
+  }
+
+  return (memo[amount] == Number.POSITIVE_INFINITY) ? -1 : memo[amount];
+};
+
+var min2 = function(a, b) {
+  return (a < b) ? a : b;
+}
+
+
+// Solution 2
+var buildMemoKey = function(position, amount) {
+  return position + "-" + amount;
+}
+
+var coinChange2 = function(coins, amount) {
+  var memo = {};
+  var solution = coinChangeAux2(coins, amount, 0, memo, Number.POSITIVE_INFINITY);
+  return solution == Number.POSITIVE_INFINITY ? -1 : solution;
+};
+
+var coinChangeAux2 = function(coins, amount, pos, memo) {
+  var key = buildMemoKey(pos, amount);
+  if(memo[key]) {
+    return memo[key];
+  }
+  if(amount < 0) {
+    return Number.POSITIVE_INFINITY; 
+  } else if(amount == 0) {
+    return 0;
+  } else if(pos >= coins.length) {
+    return Number.POSITIVE_INFINITY;
+  }
+  
+  var left = coinChangeAux2(coins, amount, pos + 1, memo);
+  var middle = 1 + coinChangeAux2(coins, amount - coins[pos], pos + 1, memo);
+  var right = 1 + coinChangeAux2(coins, amount - coins[pos], pos, memo);
+  
+  var solution = min(left, middle, right);
+  memo[key] = solution;
+  return solution;
+}
+
+// Solution 1 naive
+var coinChange1 = function(coins, amount) {
+  var solution = coinChangeAux1(coins, amount, 0);
+  return solution == Number.POSITIVE_INFINITY ? -1 : solution;
+};
+
+var coinChangeAux1 = function(coins, amount, pos) {
+  if(amount < 0) {
+    return Number.POSITIVE_INFINITY; 
+  } else if(amount == 0) {
+    return 0;
+  } else if(pos >= coins.length) {
+    return Number.POSITIVE_INFINITY;
+  }
+  
+  var left = coinChangeAux1(coins, amount, pos + 1);
+  var middle = 1 + coinChangeAux1(coins, amount - coins[pos], pos + 1);
+  var right = 1 + coinChangeAux1(coins, amount - coins[pos], pos);
+  
+  var partialSol = min(left, middle, right);
+  return partialSol;
+}
+
+var min = function(a, b, c) {
+  if(a < b) { return (a < c) ? a : c };
+  return (b < c) ? b : c;
+}
+
+
+function main() {
+  console.log("-------------");
+  console.log("Approach 1")
+  console.log(coinChange1([], 3));
+  console.log(coinChange1([2], 3));
+  console.log(coinChange1([1, 2, 5], 11));
+  console.log(coinChange1([3,7,405,436], 8839));
+  // console.log(coinChange1([370,417,408,156,143,434,168,83,177,280,117], 9953)); takes forever
+
+  console.log("-------------");
+  console.log("Approach 2")
+  console.log(coinChange2([], 3));
+  console.log(coinChange2([2], 3));
+  console.log(coinChange2([1, 2, 5], 11));
+  console.log(coinChange2([3,7,405,436], 8839));
+  console.log(coinChange2([370,417,408,156,143,434,168,83,177,280,117], 9953));
+
+  console.log("-------------");
+  console.log("Approach 3")
+  console.log(coinChange3([], 3));
+  console.log(coinChange3([2], 3));
+  console.log(coinChange3([1, 2, 5], 11));
+  console.log(coinChange3([3,7,405,436], 8839));
+  console.log(coinChange3([370,417,408,156,143,434,168,83,177,280,117], 9953));
+}
+main();

Main.js

@@ -2,6 +2,7 @@
 var permutationWithoutDuplicates = require("./PermutationsWithoutDuplicates.js");
 var permutationWithDuplicates = require("./PermutationsWithDuplicates.js");
 var subsets = require("./Subsets.js");
+var coinChange = require("./CoinChange.js");
 var nQueens = require("./NQueens.js");
 var uniquePaths = require("./UniquePaths.js");
 var floodFill = require("./FloodFill.js")
@@ -11,6 +12,7 @@ var floodFill = require("./FloodFill.js")
 // permutationWithoutDuplicates.main();
 // permutationWithDuplicates.main();
 // subsets.main();
+coinChange.main();
 // nQueens.main();
 // uniquePaths.main();
 // floodFill.main();