Use Dynamic Programming to find the total number of ways you can change the given amount of money (W=5) using given coins(2,3,5).
Question
Use Dynamic Programming to find the total number of ways you can change the given amount of money (W=5) using given coins(2,3,5).
Solution
Sure, here is a step-by-step solution using Dynamic Programming to find the total number of ways you can change the given amount of money (W=5) using given coins(2,3,5).
Step 1: Initialize a list (dp) of size W+1 with all elements as 0. This list will be used to store the number of ways for each amount from 0 to W. Set dp[0] = 1 because there is exactly 1 way to make change for 0 which is using no coin.
Step 2: Loop over each coin. For each coin, we update the dp list from the coin value to W. For each amount in this range, we add the number of ways to make change without this coin (which is dp[amount]) and the number of ways to make change with this coin (which is dp[amount - coin value]).
Step 3: After we finish looping over all coins, dp[W] will be the total number of ways to make change for W.
Here is the Python code for the above steps:
def countWays(coins, W):
dp = [0] * (W + 1)
dp[0] = 1
for coin in coins:
for amount in range(coin, W + 1):
dp[amount] += dp[amount - coin]
return dp[W]
coins = [2, 3, 5]
W = 5
print(countWays(coins, W)) # Output: 3
The output is 3, which means there are 3 ways to make change for 5 using coins 2, 3, and 5. They are (2, 2, 1), (2, 3), and (5).
Similar Questions
Use Dynamic Programming to find the minimum number coins you can change for the given amount of money (W=7) using given coins(1,3,4,5).
Given a value N, if we want to make change for N cents, and we have infinite supply of each of S = { S1, S2, .. , Sm} valued coins, how many ways can we make the change? The order of coins doesn’t matter. For example, for N = 4 and S = {1,2,3}, there are four solutions: {1,1,1,1},{1,1,2},{2,2},{1,3}. So output should be 4. For N = 10 and S = {2, 5, 3, 6}, there are five solutions: {2,2,2,2,2}, {2,2,3,3}, {2,2,6}, {2,3,5} and {5,5}. So the output should be 5. Sample Input : 10 (Value of N) 3 1 2 3 Sample Output : 5
Write a program that prints the minimum number of coins to make change for an amount of money.Usage: ./change centswhere cents is the amount of cents you need to give backif the number of arguments passed to your program is not exactly 1, print Error, followed by a new line, and return 1you should use atoi to parse the parameter passed to your programIf the number passed as the argument is negative, print 0, followed by a new lineYou can use an unlimited number of coins of values 25, 10, 5, 2, and 1 cent
Consider the problem of creating a particular monetary value using discrete coins, for example: making 15¢ from a 10¢ coin plus a 5¢ coin:denoms = { 1, 5, 10, 25}counts = { 3, 2, 2, 3}result = { 0, 1, 1, 0} // 5 cents + 10 cents = 15 cents For this problem I want to create 29¢ in change, and my cash drawer contains the following coins:denoms = { 1, 5, 10, 25}counts = { 3, 0, 0, 3}result = { 0, 0, 0, 0}(That is: three 1¢ coins and three 25¢ coins are available, but no 5¢ or 10¢ coins at this time, and I have NOT yet begun creating change.)Each step in the change-making process involves taking ONE coin from the counts array and adding it to my result array.Given this setup, which of the following is a valid next step in the process of attempting to make change?Group of answer choicesAdd one 1¢ coin to resultAdd one 5¢ coin to resultAdd one 10¢ coin to resultAdd one 25¢ coin to resultDeclare the 29¢ result impossible
I have 45 coins in my pocket. They are all either nickels or quarters. Thevalue of the coins is $5.65. How many of each coin do I have?
Upgrade your grade with Knowee
Get personalized homework help. Review tough concepts in more detail, or go deeper into your topic by exploring other relevant questions.