Practical C++ Game Programming with Data Structures and Algorithms
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內容簡介
Explore expert techniques in C++ to tackle performance bottlenecks, AI logic, and rendering issues for smoother, smarter, and scalable game development
Key Features:
- Solve real-world game dev problems with expert C++ data structures and algorithms
- Learn through practical, executable code instead of abstract theory or pseudocode
- Build responsive, high-performance games with advanced rendering and AI techniques
- Print or Kindle purchase includes a free PDF eBook
Book Description:
Game development demands performance-driven solutions-from rendering complex 3D scenes to managing AI behavior and handling animations. This hands-on book guides you in solving these challenges using high-performance C++ data structures and algorithms. The authors distill their decades of combined industry experience to help you apply practical C++ techniques to create smooth, scalable, and intelligent games. Instead of pseudocode or abstract theory, you'll work with real, executable examples that translate directly to your projects. Demos in this book have been developed based on raylib library, providing accessible and efficient foundations for learning.
Opening with a structured overview of algorithmic thinking in C++ game development, the book covers advanced algorithms and their applications in real-world game scenarios. You'll implement data structures that optimize game functionality, solve algorithmic problems efficiently, and enhance gameplay with robust AI and rendering techniques. In addition, the key focus is collision detection, 2D/3D rendering, animation, camera controls, and machine learning-driven AI, all through practical, executable C++ code.
By the end of this book, you'll be able to confidently apply advanced C++ techniques to develop efficient, scalable, and feature-rich gameplay systems for modern games.
What You Will Learn:
- Apply data structures and algorithms to solve real game development problems
- Apply rendering techniques, such as shader, lighting, soft shadow, particles, and quad-tree terrain
- Build dynamic camera systems like third-person, rail, top-down, and split-screen views
- Animate skeletal characters using interpolation and inverse kinematics
- Implement NPC AI with FSM, behavior tree, A* pathfinding, and steering
- Explore ML with neural networks in a hands-on AI turret defense project
- Performance and memory optimization using techniques like object pooling and LOD
Who this book is for:
This book is for experienced game programmers, technical artists, and developers looking to refine their skills through real-world C++ solutions. A foundational understanding of C++, data structures, and core game development principles will be beneficial. Whether you want to deepen your expertise or are looking for a reliable reference guide, this book will be your trusted companion in building better games.
Table of Contents
- Gearing Up: C++ for Game Development
- Data Structures in Action: Building Game Functionality
- Algorithms Commonly Utilized in Game Development
- 2D Rendering and Effects
- The Camera and Camera Controls
- 3D Graphics Rendering
- Rendering a 3D Game World
- Animating Your Characters
- Building AI Opponents
- Machine Learning Algorithms for Game AI
- Continuing Your Learning Journey
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