Computer Algorithms: A Primer on Their Design and Analysis

Description

““Computer Algorithms: A Primer on Their Design and Analysis” offers a comprehensive introduction to the fundamental principles underpinning computational problem-solving. This essential textbook guides college-level students through the systematic journey of understanding how algorithms are conceived, developed, and rigorously analyzed for efficiency and correctness.

Beginning with foundational concepts, the text progressively explores effective strategies for designing robust algorithms, emphasizing the critical interplay between problem specification and solution architecture. It then delves into the indispensable role of various data structures, illustrating how their judicious selection is paramount to optimizing algorithmic performance. A dedicated section addresses the often-overlooked nuances of floating-point arithmetic, equipping learners with vital insights into numerical precision and potential computational pitfalls. Finally, the book expands into advanced topics such as graph algorithms and tree techniques, providing practical tools for tackling complex interconnected data challenges. This primer fosters a deep understanding of algorithmic thinking, preparing students to innovate and solve real-world problems with confidence and precision.

Chloe Sterling, from France, blends extensive field research in algorithms and data structures with a passion for teaching. They are dedicated to student mentorship, crafting this text for clear, comprehensive learning.”