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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Mathematik Wahrscheinlichkeitstheorie & Statistik Sequential and Parallel Algorithms and Data Structures
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Sequential and Parallel Algorithms and Data Structures
Kurt Mehlhorn (Gebundene Ausgabe, Englisch)
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Beschreibung
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 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. The book includes many examples, pictures, informal explanations, and exercises, and the implementation notes introduce clean, efficient implementations in languages such as C++ and Java. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
11.09.2019
Sprache
Englisch
EAN
9783030252083
Herausgeber
Springer International Publishing
Sonderedition
Nein
Autor
Kurt Mehlhorn
Seitenanzahl
509
Auflage
1st edition 2019
Einbandart
Gebundene Ausgabe
Buch Untertitel
The Basic Toolbox
Schlagwörter
Algorithmics, Algorithms, Sequences, Arrays, Data Structures, Linked Lists, Hash Tables, Sorting, Queues, Graphs, Trees, Optimization, Load Balancing, C++, Java, Big Data, Parallel Computing, High-Performance Computing, Parallel Processsing, Parallelism, algorithm analysis and problem complexity
Thema-Inhalt
UMB - Algorithmen und Datenstrukturen
UYF - Rechnerarchitektur und Logik-Entwurf
GPF - Informationstheorie
UN - Datenbanken
PBW - Angewandte Mathematik
Höhe
235 mm
Breite
15.5 cm
Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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