Book Image

C++ Data Structures and Algorithm Design Principles

By : John Carey, Anil Achary, Shreyans Doshi, Payas Rajan
Book Image

C++ Data Structures and Algorithm Design Principles

By: John Carey, Anil Achary, Shreyans Doshi, Payas Rajan

Overview of this book

C++ is a mature multi-paradigm programming language that enables you to write high-level code with a high degree of control over the hardware. Today, significant parts of software infrastructure, including databases, browsers, multimedia frameworks, and GUI toolkits, are written in C++. This book starts by introducing C++ data structures and how to store data using linked lists, arrays, stacks, and queues. In later chapters, the book explains the basic algorithm design paradigms, such as the greedy approach and the divide-and-conquer approach, which are used to solve a large variety of computational problems. Finally, you will learn the advanced technique of dynamic programming to develop optimized implementations of several algorithms discussed in the book. By the end of this book, you will have learned how to implement standard data structures and algorithms in efficient and scalable C++ 14 code.
Table of Contents (11 chapters)

8. Dynamic Programming I

Learning Objectives

By the end of this chapter, you will be able to:

  • Analyze whether the dynamic programming approach can be applied to a given problem
  • Compare and choose the right approach between memoization and tabulation
  • Choose an appropriate caching solution using memoization
  • Analyze a problem using a naive brute-force approach
  • Develop a dynamic programming solution by implementing progressively optimized algorithms

In this chapter, you will be introduced to the dynamic programming approach. This chapter will guide you through implementing this approach for solving some well-known problems in computer science.