书目名称 | Sequential and Parallel Algorithms and Data Structures | 副标题 | The Basic Toolbox | 编辑 | Peter Sanders,Kurt Mehlhorn,Roman Dementiev | 视频video | | 概述 | Every computer scientist and every professional programmer should know about the basic algorithmic toolbox.Authors address the paradigm shift towards the parallel algorithms required to solve modern p | 图书封面 |  | 描述 | .This textbook is a concise introduction to the basic toolbox of structures that allow efficient organization and retrieval of data, key algorithms for problems on graphs, and generic techniques for modeling, understanding, and solving algorithmic problems. The authors aim for a balance between simplicity and efficiency, between theory and practice, and between classical results and the forefront of research. Individual chapters cover arrays and linked lists, hash tables and associative arrays, sorting and selection, priority queues, sorted sequences, graph representation, graph traversal, shortest paths, minimum spanning trees, optimization, collective communication and computation, and load balancing. The authors also discuss important issues such as algorithm engineering, memory hierarchies, algorithm libraries, and certifying algorithms. Moving beyond the sequential algorithms and data structures of the earlier related title, this book takes into account the paradigm shift towards the parallel processing required to solve modern performance-critical applications and how this impacts on the teaching of algorithms. .The book is suitable for undergraduate and graduate students and | 出版日期 | Textbook 2019 | 关键词 | Algorithmics; Algorithms; Sequences; Arrays; Data Structures; Linked Lists; Hash Tables; Sorting; Queues; Gra | 版次 | 1 | doi | https://doi.org/10.1007/978-3-030-25209-0 | isbn_softcover | 978-3-030-25211-3 | isbn_ebook | 978-3-030-25209-0 | copyright | Springer Nature Switzerland AG 2019 |
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