Question
Write a function to implement the Knapsack problem. The function should take in a list of items, each with a weight and a value, and
Write a function to implement the Knapsack problem. The function should take in a list of items, each with a weight and a value, and a maximum weight capacity, and return the maximum total value that can be obtained by selecting items such that the total weight of the items is less than or equal to the maximum weight capacity. The function should first sort the items by value-to-weight ratio and then use dynamic programming to solve the problem.
Example:
Input:
items = [
{"name": "item1", "weight": 2, "value": 6},
{"name": "item2", "weight": 2, "value": 10},
{"name": "item3", "weight": 3, "value": 12},
{"name": "item4", "weight": 5, "value": 20},
{"name": "item5", "weight": 9, "value": 22}
]
max_weight = 20
Output: 36
Explanation: The maximum total value that can be obtained by selecting items such that the total weight is less than or equal to 20 is 36, which is obtained by selecting "item2" and "item4".
Step by Step Solution
3.40 Rating (169 Votes )
There are 3 Steps involved in it
Step: 1
The detailed ...Get Instant Access to Expert-Tailored Solutions
See step-by-step solutions with expert insights and AI powered tools for academic success
Step: 2
Step: 3
Ace Your Homework with AI
Get the answers you need in no time with our AI-driven, step-by-step assistance
Get StartedRecommended Textbook for
Introduction to Algorithms
Authors: Thomas H. Cormen, Charles E. Leiserson, Ronald L. Rivest
3rd edition
978-0262033848
Students also viewed these Programming questions
Question
Answered: 1 week ago
Question
Answered: 1 week ago
Question
Answered: 1 week ago
Question
Answered: 1 week ago
Question
Answered: 1 week ago
Question
Answered: 1 week ago
Question
Answered: 1 week ago
Question
Answered: 1 week ago
Question
Answered: 1 week ago
Question
Answered: 1 week ago
Question
Answered: 1 week ago
Question
Answered: 1 week ago
Question
Answered: 1 week ago
Question
Answered: 1 week ago
Question
Answered: 1 week ago
Question
Answered: 1 week ago
Question
Answered: 1 week ago
Question
Answered: 1 week ago
Question
Answered: 1 week ago
Question
Answered: 1 week ago
View Answer in SolutionInn App