Efficient Algorithm Design: Unlock the power of algorithms to optimize computer programming
English | 2024 | ISBN: 1835886825 | 873 pages | True EPUB | 10.73 MB
Master advanced algorithm design techniques to tackle complex programming challenges and optimize application performance
Key FeaturesDevelop advanced algorithm design skills to solve modern computational problems
Learn state-of-the-art techniques to deepen your understanding of complex algorithms
Apply your skills to real-world scenarios, enhancing your expertise in today’s tech landscape
Book DescriptionEfficient Algorithm Design redefines algorithms, tracing the evolution of computer science as a discipline bridging natural science and mathematics. Author Masoud Makrehchi, PhD, with his extensive experience in delivering publications and presentations, explores the duality of computers as mortal hardware and immortal algorithms.
The book guides you through essential aspects of algorithm design and analysis, including proving correctness and the importance of repetition and loops. This groundwork sets the stage for exploring algorithm complexity, with practical exercises in design and analysis using sorting and search as examples. Each chapter delves into critical topics such as recursion and dynamic programming, reinforced with practical examples and exercises that link theory with real-world applications. What sets this book apart is its focus on the practical application of algorithm design and analysis, equipping you to solve real programming challenges effectively.
By the end of this book, you’ll have a deep understanding of algorithmic foundations and gain proficiency in designing efficient algorithms, empowering you to develop more robust and optimized software solutions.
What you will learnGain skills in advanced algorithm design for better problem-solving
Understand algorithm correctness and complexity for robust software
Apply theoretical concepts to real-world scenarios for practical solutions
Master sorting and search algorithms, understanding their synergy
Explore recursion and recurrence for complex algorithmic structures
Leverage dynamic programming to optimize algorithms
Grasp the impact of data structures on algorithm efficiency and design
Who this book is forIf you’re a software engineer, computer scientist, or a student in a related field looking to deepen your understanding of algorithm design and analysis, this book is tailored for you. A foundation in programming and a grasp of basic mathematical concepts is recommended. It’s an ideal resource for those already familiar with the basics of algorithms who want to explore more advanced topics. Data scientists and AI developers will find this book invaluable for enhancing their algorithmic approaches in practical applications.
