Comprehensive List of Trie-Based Questions

nozibul_islam_113b1d5334f

Nozibul Islam

Posted on October 30, 2024

Comprehensive List of Trie-Based Questions

Comprehensive List of Trie-Based Questions.

1. Fundamentals of Trie Data Structure

  • Implement a Trie (Insert, Search, Delete)
  • Implement a TrieNode Class
  • Insert a Word into a Trie
  • Search for a Word in a Trie
  • Delete a Word from a Trie
  • Check if a Prefix Exists in a Trie
  • Count Words in a Trie
  • Count Prefixes in a Trie
  • Implement a Trie with Case Sensitivity
  • Implement a Trie with Case Insensitivity

NEW: Visualize Trie Structure for Better Understanding (Display Trie as a Tree)

2. Trie-Based String Operations

  • Find All Words with a Given Prefix (Using Trie)
  • Find Words that Start with a Given Prefix (Using Trie)
  • Find All Words that End with a Given Suffix (Using Trie)
  • Find Longest Prefix Matching a Given String
  • Find the Shortest Unique Prefix for Each Word
  • Find All Words that Match a Given Pattern (Using Wildcards)
  • Implement a Trie to Solve the Autocomplete Problem
  • Find the Longest Common Prefix Among a List of Words
  • Implement a Trie for Text Search and Replacement
  • Find the Longest Common Suffix Among a List of Words

NEW: Implement Trie for Anagram Search Across Words

3. Advanced Trie Operations

  • Implement a Trie with Node Counting
  • Implement a Trie with Value Mapping (Key-Value Pair Storage)
  • Implement a Trie with Frequency Counting
  • Find the Number of Words with a Specific Prefix
  • Find the Number of Words with a Specific Suffix
  • Implement a Trie for Dictionary Word Lookup
  • Find the Longest Prefix of a Word in a Trie
  • Find the Maximum Number of Words in a Trie that Share a Prefix
  • Find the Shortest Path from Root to a Given Word in a Trie
  • Implement a Trie with a TrieMap (Word Count Mapping)

NEW: Find All Palindromic Prefixes and Suffixes Using Trie
NEW: Implement a Memory-Efficient Trie Using Bitwise Operations

4. Trie and Text Processing

  • Implement a Trie-based Spell Checker
  • Implement a Trie for Dictionary-Based Text Completion
  • Find All Possible Words that Can Be Formed from a Given Set of Letters (Using Trie)
  • Implement a Trie-based Solution for Word Segmentation
  • Implement a Trie to Solve the Word Break Problem
  • Find All Valid Words in a Board Using Trie (Word Search II)
  • Find the Maximum Number of Words Formed from a Given List (Using Trie)
  • Implement a Trie-based Solution for Text Search with Wildcards
  • Implement a Trie to Solve the Text Justification Problem
  • Find the Most Frequent Prefixes in a Large Text Dataset (Using Trie)

NEW: Implement Trie for Predictive Text Input for Multilingual Support
NEW: Build a Trie-Based Solution for Document Similarity Detection

5. Trie-Based Algorithms and Pattern Matching

  • Implement a Trie-Based Algorithm for Prefix Matching
  • Implement a Trie-Based Algorithm for Suffix Matching
  • Find the Minimum Number of Edits to Convert One Word to Another (Using Trie)
  • Find the Maximum Length of a Prefix with a Given Frequency (Using Trie)
  • Implement a Trie-Based Algorithm for Finding Palindromic Substrings
  • Find the Number of Distinct Substrings in a given string (Using Trie)
  • Implement a Trie-Based Algorithm for Pattern Matching with Multiple Patterns
  • Find the Longest Palindromic Substring in a Trie
  • Find the Kth Largest Prefix in a Trie
  • Implement a Trie-Based Algorithm for Longest Repeating Substring

NEW: Implement Trie for N-gram Analysis in Large Datasets
NEW: Solve the Longest Repeating Subsequence Problem Using Trie

6. Application-Oriented Trie Challenges

  • Develop an Efficient Trie for Fast Language Translation Suggestions
  • Implement a Trie for Storing Synonyms and Antonyms of Words
  • Build a Trie for Fast URL Storage and Retrieval in Web Crawlers
  • Implement Trie for DNA Sequence Matching in Bioinformatics
  • Build a Trie-based Keyword Search and Ranking System for E-Commerce

NEW: Implement a Trie-Based Autocorrect System with Contextual Suggestions

Each of these questions covers different aspects of the Trie data structure, ranging from basic implementations to advanced applications, making it a well-rounded set to master Tries in various contexts.

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nozibul_islam_113b1d5334f
Nozibul Islam

Posted on October 30, 2024

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