Archer Paul: Design Algorithms To Solve Common Problems, Kartoniert / Broschiert

Klappentext

"Design Algorithms to Solve Common Problems" is your comprehensive guide to mastering the art of algorithm design, equipping you with the skills and strategies needed to tackle a wide range of common computational challenges efficiently and effectively. From sorting and searching to dynamic programming and graph algorithms, this book provides a deep dive into the principles and techniques that drive the development of robust and optimized algorithms.
· Problem-Solving Paradigms: Explore fundamental problem-solving paradigms, including divide and conquer, greedy algorithms, dynamic programming, and backtracking, learning how to apply these paradigms to solve a variety of common computational problems.
· Algorithmic Techniques: Master essential algorithmic techniques such as sorting, searching, hashing, and graph traversal, gaining insights into their underlying principles and learning how to leverage them to design efficient algorithms for solving real-world problems.
· Optimization Strategies: Discover advanced optimization strategies for algorithm design, including memoization, pruning, approximation algorithms, and space-time trade-offs, enabling you to develop algorithms that are both fast and resource-efficient.
· Algorithm Design Patterns: Learn common algorithm design patterns and idioms that recur across different problem domains, such as sliding windows, two-pointer technique, and topological sorting, and understand how to adapt and apply these patterns to solve specific problems effectively.
· Real-World Applications: Explore practical applications of algorithm design across diverse domains, including data analysis, network routing, image processing, and artificial intelligence, gaining insights into how algorithms are used to solve real-world problems at scale.
Unlock the power of algorithm design and elevate your problem-solving skills to new heights with "Design Algorithms to Solve Common Problems." Whether you're a seasoned programmer or a beginner looking to sharpen your skills, this book will equip you with the knowledge and techniques needed to tackle complex computational challenges with confidence and efficiency!