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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
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Index

A

abstraction 37, 40

acyclic graph 74

addresses 120

AES symmetric encryption 87

Akaike information criterion 242

algorithms 17, 28, 42, 61, 62

branch prediction 80

cache-aware algorithms 78

characteristics 20, 21

considerations 78

designing 68, 69

divide and conquer algorithms 72-74

iterative algorithms 69, 70

optimization algorithms 75

randomized algorithms 77

recursive algorithms 70, 71

requirements 78

Single Instruction Multiple Data (SIMD) instructions 79

speculative execution 80

vectorized operations 79

aliasing 110, 111

allocation 123

allocators 123-125

amortized complexity 67

amortized constant 68

Apple Grand Central Dispatch 182

arithmetic and logic unit (ALU) 85

ARM architecture 86

array of structures

versus structure of array 127, 128

arrays 122

asymptotic behavior 66

atomic values 288

auto-vectorization 101

auxiliary equation...

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83
Tech Concepts
36
Programming languages
73
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