The Theory of Algorithms . Manual" by authors Mirzoev M. C. and Matrosova V. L. is an indispensable resource for anyone who seeks a deeper understanding of the world of algorithms and their application in various fields. This tutorial not only explains the theoretical aspects, but also immerses the reader in practical examples, allowing you to see how algorithms work in practice and how they can be used to solve real-world problems. From the first pages, the authors set a tone that combines the availability of presentation and a deep scientific foundation. The book covers a wide range of topics, ranging from basic concepts of algorithms to complex data structures and optimization methods. The reader will learn what an algorithm is, how it can be classified, what methods of analysis exist, and how to evaluate the effectiveness of various algorithmic solutions. This makes the book relevant for both students and professionals working in the field of programming, information technology and related disciplines. This book will be of interest to students of technical specialties, graduate students and anyone who wants to improve their skills in computer science. It is suitable for both self-study and use in training courses. If you are interested in programming, software development or just want to understand how modern technologies work, this guide will become your reliable companion. The topics raised in the book cover not only theoretical aspects, but also the practical application of algorithms in areas such as artificial intelligence, data processing and process optimization. The authors pay attention to the importance of algorithmic thinking, which helps not only in programming, but also in everyday life, developing logical thinking and analytical abilities. The book also addresses the complexity of algorithms, which is an important aspect for understanding their effectiveness and applicability in various situations. Mirzoev M. C. and Sailors in . L. are known for their deep approach to learning and their ability to explain complex things in simple language Their previous work has also received recognition among students and professionals. For example, their other tutorials on programming and algorithms have already become classics in educational institutions. The style of the authors is clear and structured, which allows the reader to easily absorb the material and apply it in practice. The Theory of Algorithms . Tutorial" not only enriches the reader's knowledge, but also inspires new discoveries. It will be an excellent addition to the library of anyone interested in algorithms, programming and information technology. If you are looking for a quality tutorial that will help you master the theory and practice of algorithms, this publication will be your faithful assistant on the way to new knowledge. Do not miss the opportunity to immerse yourself in the world of algorithms and discover their amazing strength and diversity. This guide is your key to understanding the fundamentals that underpin all modern technology.