Design an algorithm to solve the given problem:  You are given an integer array coins representing coins of different denominations and an integer amount representing a total amount of money. Return the number of combinations that make up that amount. If that amount of money cannot be made up by any combination of the coins, return 0. You may assume that you have an infinite number of each kind of coin. Task 1: Draw a decision tree and identify repeated sub-problems  Task 2: Design a DP algorithm to store repeated sub-problems  Task 3: Can this problem be solved using a different method, if so what is the time complexity of such algorithms, and can it be better than DP?  Input: amount = 7, coins = [1,2,5] Output: 6 Explanation: there are six ways to make up the amount: 7=5+2 7=5+1+1 7=2+2+2+1 7=2+2+1+1+1 7=2+1+1+1+1+1 7=1+1+1+1+1+1+1

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
Section: Chapter Questions
Problem 1PE
icon
Related questions
Question

Design an algorithm to solve the given problem: 

You are given an integer array coins representing coins of different denominations and an integer amount representing a total amount of money.

Return the number of combinations that make up that amount. If that amount of money cannot be made up by any combination of the coins, return 0.

You may assume that you have an infinite number of each kind of coin.

Task 1: Draw a decision tree and identify repeated sub-problems 

Task 2: Design a DP algorithm to store repeated sub-problems 

Task 3: Can this problem be solved using a different method, if so what is the time complexity of such algorithms, and can it be better than DP? 

Input: amount = 7, coins = [1,2,5]
Output: 6
Explanation: there are six ways to make up the amount:
7=5+2

7=5+1+1
7=2+2+2+1
7=2+2+1+1+1
7=2+1+1+1+1+1

7=1+1+1+1+1+1+1

Expert Solution
steps

Step by step

Solved in 4 steps with 3 images

Blurred answer
Knowledge Booster
Counting Sort
Learn more about
Need a deep-dive on the concept behind this application? Look no further. Learn more about this topic, computer-science and related others by exploring similar questions and additional content below.
Similar questions
  • SEE MORE QUESTIONS
Recommended textbooks for you
Database System Concepts
Database System Concepts
Computer Science
ISBN:
9780078022159
Author:
Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:
McGraw-Hill Education
Starting Out with Python (4th Edition)
Starting Out with Python (4th Edition)
Computer Science
ISBN:
9780134444321
Author:
Tony Gaddis
Publisher:
PEARSON
Digital Fundamentals (11th Edition)
Digital Fundamentals (11th Edition)
Computer Science
ISBN:
9780132737968
Author:
Thomas L. Floyd
Publisher:
PEARSON
C How to Program (8th Edition)
C How to Program (8th Edition)
Computer Science
ISBN:
9780133976892
Author:
Paul J. Deitel, Harvey Deitel
Publisher:
PEARSON
Database Systems: Design, Implementation, & Manag…
Database Systems: Design, Implementation, & Manag…
Computer Science
ISBN:
9781337627900
Author:
Carlos Coronel, Steven Morris
Publisher:
Cengage Learning
Programmable Logic Controllers
Programmable Logic Controllers
Computer Science
ISBN:
9780073373843
Author:
Frank D. Petruzella
Publisher:
McGraw-Hill Education