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The C++ Programmer's Mindset

The C++ Programmer's Mindset

By : Sam Morley
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The C++ Programmer's Mindset

The C++ Programmer's Mindset

By: Sam Morley

Overview of this book

Solve complex problems in C++ by learning how to think like a computer scientist. This book introduces computational thinking—a framework for solving problems using decomposition, abstraction, and pattern recognition—and shows you how to apply it using modern C++ features. You'll learn how to break down challenges, choose the right abstractions, and build solutions that are both maintainable and efficient. Through small examples and a large case study, this book guides you from foundational concepts to high-performance applications. You’ll explore reusable templates, algorithms, modularity, and even parallel computing and GPU acceleration. With each chapter, you’ll not only expand your C++ skillset, but also refine the way you approach and solve real-world problems. Written by a seasoned research engineer and C++ developer, this book combines practical insight with academic rigor. Whether you're designing algorithms or profiling production code, this book helps you deliver elegant, effective solutions with confidence.
Table of Contents (19 chapters)
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18
Index

Common categories of problems

Before we start, we need to have some understanding of the different categories of problems. This is important because it forms part of the context in which we formulate our abstractions and thus guides our choices of how to implement solutions. All problems can be broken down into a set of basic problems via a sequence of reductions. These basic problems are those that you probably already know how to solve – for instance, using classic data structures and algorithms. As you gain experience, fewer reductions will be needed in most cases, and you will recognize problems that are of increasing complexity and know how to solve these. Very broadly, basic problems fall into one of four domains, at least for the purposes of this discussion, each with numerous subcategories and some overlapping concepts:

  • Combinatorial problems, including sorting and searching
  • Input-output (IO) problems, and interacting with the host system
  • Numerical...
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