Description: Sequential and Parallel Algorithms and Data Structures : The Basic Toolbox, Paperback by Sanders, Peter; Mehlhorn, Kurt; Dietzfelbinger, Martin; Dementiev, Roman, ISBN 3030252116, ISBN-13 9783030252113, Brand New, Free shipping in the US
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.
Th is suitable for undergraduate and graduate students and professionals familiar with programming and basic mathematical language. Most chapters have the same basic structure: the authors discuss a problem as it occurs in a real-life situation, they illustrate the most important applications, and then they introduce simple solutions as informally as possible and as formally as necessary so the reader really understands the issues at hand. As they move to more advanced and optional issues, their approach gradually leads to a more mathematical treatment, including theorems and proofs. Th includes many examples, pictures, informal explanations, and exercises, and the implementation notes introduce clean, efficient implementations in languages such as C++ and Java.
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End Time: 2024-11-21T02:35:28.000Z
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Book Title: Sequential and Parallel Algorithms and Data Structures : The Basi
Number of Pages: Xv, 509 Pages
Language: English
Publication Name: Sequential and Parallel Algorithms and Data Structures : the Basic Toolbox
Publisher: Springer International Publishing A&G
Subject: Systems Architecture / General, Programming / Algorithms, Databases / General
Publication Year: 2020
Type: Textbook
Item Weight: 28.3 Oz
Author: Roman Dementiev, Peter Sanders, Kurt Mehlhorn, Martin Dietzfelbinger
Subject Area: Computers
Item Length: 9.3 in
Item Width: 6.1 in
Format: Trade Paperback
