Practice Encoding Messages - 21.6 | 21. Greedy Algorithms: Huffman Codes | Design & Analysis of Algorithms - Vol 2
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Encoding Messages

21.6 - Encoding Messages

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Practice Questions

Test your understanding with targeted questions

Question 1 Easy

What is the main purpose of encoding messages?

💡 Hint: Think about how computers understand data.

Question 2 Easy

Define a prefix code in your own words.

💡 Hint: Consider how decoding would work with such a code.

4 more questions available

Interactive Quizzes

Quick quizzes to reinforce your learning

Question 1

What does variable length encoding do?

Uses the same number of bits for all characters
Uses different lengths based on frequency
Only applies to certain languages

💡 Hint: Think about how frequent letters would be represented.

Question 2

True or False: Prefix codes can lead to ambiguous decoding.

True
False

💡 Hint: Consider how decoding works with non-prefix codes.

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Challenge Problems

Push your limits with advanced challenges

Challenge 1 Hard

You have the frequencies: X=0.5, Y=0.25, Z=0.15, W=0.1. Create a Huffman tree and assign codes based on your construction.

💡 Hint: Pair the least frequent nodes first to build the tree iteratively.

Challenge 2 Hard

If the average length of encoded bits per letter for a given alphabet is calculated as 3.5, and you redesign the encoding to reduce it to 2.8, explain the impact on data transfer.

💡 Hint: Think about how much space bytes take up and how averages affect large data sets.

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