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C++ Data Structures and Algorithm Design Principles

You're reading from   C++ Data Structures and Algorithm Design Principles Leverage the power of modern C++ to build robust and scalable applications

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Product type Paperback
Published in Oct 2019
Publisher
ISBN-13 9781838828844
Length 626 pages
Edition 1st Edition
Languages
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Authors (4):
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Anil Achary Anil Achary
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Anil Achary
John Carey John Carey
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John Carey
Payas Rajan Payas Rajan
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Payas Rajan
Shreyans Doshi Shreyans Doshi
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Shreyans Doshi
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Toc

Table of Contents (11) Chapters Close

About the Book 1. Lists, Stacks, and Queues 2. Trees, Heaps, and Graphs FREE CHAPTER 3. Hash Tables and Bloom Filters 4. Divide and Conquer 5. Greedy Algorithms 6. Graph Algorithms I 7. Graph Algorithms II 8. Dynamic Programming I 9. Dynamic Programming II 1. Appendix

Subset Sum Problem

Imagine that you are implementing the logic for a digital cash register. Whenever a customer needs change, you would like to display a message that tells the cashier whether or not the money currently in the register can be combined in some way so that its sum is equal to the amount of change required. For example, if a product costs $7.50 and the customer pays $10.00, the message would report whether the money in the register can be used to produce exactly $2.50 in change.

Let's say that the register currently contains ten quarters (10 x $0.25), four dimes (4 x $0.10), and six nickels (6 x $0.05). We can easily conclude that the target sum of $2.50 can be formed in the following ways:

10 quarters                    -> $2.50

9 quarters, 2 dimes, 1 nickel -> $2.25 + $0.20 + $0.05

9 quarters, 1 dime, 3 nickels -> $2.25 + $0.10 + $0.15

9 quarters, 5 nickels   ...

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