Welcome to the "Mastering Competitive Programming with Dynamic Programming" repository! This project aims to provide a comprehensive guide to understanding and excelling in dynamic programming for competitive programming. In This repo you will find the code for every problems in this book.
- Introduction to Competitive Programming
- Getting Started with Dynamic Programming
- Basic Dynamic Programming Techniques
- Classic Dynamic Programming Problems
- Advanced Dynamic Programming Techniques
- Dynamic Programming Optimization Techniques
- Dynamic Programming in Competitive Programming Contests
- Real-World Applications of Dynamic Programming
- Advanced Topics in Competitive Programming
- Conclusion
- What is competitive programming?
- Benefits and importance of competitive programming
- Overview of different programming contests and platforms
- Introduction to dynamic programming (DP)
- Understanding the concept of optimal substructure and overlapping subproblems
- Key principles and characteristics of DP problems
- Memoization and tabulation approaches
- Recursion and iterative solutions
- Understanding time and space complexity of DP solutions
- Fibonacci sequence
- Knapsack problem
- Longest common subsequence
- Coin change problem
- Edit distance
- State compression and bitmasking
- Divide and conquer with DP
- Bit manipulation and DP
- Tree and graph-based DP problems
- Space optimization techniques (rolling arrays, matrix exponentiation)
- Combinatorial optimization (bitmask DP, meet in the middle)
- Other optimization techniques (sparse DP, divide and conquer optimization)
- Strategies for solving DP problems under time constraints
- Techniques for handling large inputs and optimizing solutions
- Tips for debugging and testing DP solutions in contest environments
- Dynamic programming in algorithm design
- Applications in data analysis and optimization
- Examples of real-world problems solved using DP
- Advanced algorithms and data structures
- Advanced problem-solving techniques
- Advanced contest strategies
- Recap of key concepts and techniques covered in the book
- Encouragement for continuous practice and learning
- Resources and references for further exploration
We hope that "Mastering Competitive Programming with Dynamic Programming" will serve as a valuable resource in your journey to excel in competitive programming using dynamic programming techniques. Happy coding!
For any questions or inquiries, feel free to reach out to the author at [smmiloy23@gmail.com].