BOOKS - Data Structures and Algorithms
Data Structures and Algorithms - Shubham Gupta 2024 PDF Toronto Academic Press BOOKS
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Data Structures and Algorithms
Author: Shubham Gupta
Year: 2024
Format: PDF
File size: 124.8 MB
Language: ENG



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The book "Data Structures and Algorithms" is a comprehensive guide to understanding the fundamental concepts of data structures and algorithms, which are essential tools for any programmer or software developer. The book covers a wide range of topics, from basic data structures such as arrays, linked lists, stacks, and queues to more advanced topics such as trees, graphs, and sorting algorithms. It also delves into the analysis of algorithms, including time and space complexity, and provides a thorough understanding of the trade-offs involved in different design choices. The book is divided into four parts: Part I covers the basics of data structures, including arrays, linked lists, stacks, and queues; Part II explores more advanced data structures such as trees, heaps, and graphs; Part III delves into algorithm analysis, including time and space complexity, and the importance of understanding the trade-offs involved in different design choices; and Part IV discusses advanced topics such as dynamic programming, greedy algorithms, and backtracking. Throughout the book, the author emphasizes the importance of understanding the process of technological evolution and the need to develop a personal paradigm for perceiving the technological process of developing modern knowledge as the basis for the survival of humanity and the survival of the unification of people in a warring state. The book highlights the need to study and understand the process of technology evolution, as it has had a profound impact on society and will continue to shape our future. The author argues that by studying data structures and algorithms, readers can gain a deeper understanding of how technology evolves and how it can be used to solve real-world problems. This knowledge can then be applied to develop innovative solutions that benefit humanity and promote unity in a world filled with conflict.
Книга «Структуры данных и алгоритмы» является всеобъемлющим руководством к пониманию фундаментальных концепций структур данных и алгоритмов, которые являются необходимыми инструментами для любого программиста или разработчика программного обеспечения. Книга охватывает широкий спектр тем, от базовых структур данных, таких как массивы, связанные списки, стеки и очереди, до более сложных тем, таких как деревья, графики и алгоритмы сортировки. Он также углубляется в анализ алгоритмов, включая сложность времени и пространства, и обеспечивает полное понимание компромиссов, связанных с различными вариантами проектирования. Книга разделена на четыре части: часть I охватывает основы структур данных, включая массивы, связанные списки, стеки и очереди; Часть II исследует более продвинутые структуры данных, такие как деревья, кучи и графики; Часть III углубляется в анализ алгоритмов, включая сложность времени и пространства, а также важность понимания компромиссов, связанных с различными вариантами проектирования; и в части IV обсуждаются такие продвинутые темы, как динамическое программирование, жадные алгоритмы и возврат назад. На протяжении всей книги автор подчёркивает важность понимания процесса технологической эволюции и необходимость выработки личностной парадигмы восприятия технологического процесса развития современного знания как основы выживания человечества и выживания объединения людей в воюющем государстве. В книге подчеркивается необходимость изучения и понимания процесса эволюции технологий, поскольку он оказал глубокое влияние на общество и будет продолжать формировать наше будущее. Автор утверждает, что, изучая структуры данных и алгоритмы, читатели могут получить более глубокое понимание того, как развиваются технологии и как их можно использовать для решения реальных проблем. Затем эти знания могут быть применены для разработки инновационных решений, которые приносят пользу человечеству и способствуют единству в мире, наполненном конфликтами.
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