000 | 04852nam a22006255i 4500 | ||
---|---|---|---|
001 | 978-3-030-25209-0 | ||
003 | DE-He213 | ||
005 | 20240423125119.0 | ||
007 | cr nn 008mamaa | ||
008 | 190831s2019 sz | s |||| 0|eng d | ||
020 |
_a9783030252090 _9978-3-030-25209-0 |
||
024 | 7 |
_a10.1007/978-3-030-25209-0 _2doi |
|
050 | 4 | _aQA76.9.A43 | |
072 | 7 |
_aUMB _2bicssc |
|
072 | 7 |
_aCOM051300 _2bisacsh |
|
072 | 7 |
_aUMB _2thema |
|
082 | 0 | 4 |
_a518.1 _223 |
100 | 1 |
_aSanders, Peter. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
|
245 | 1 | 0 |
_aSequential and Parallel Algorithms and Data Structures _h[electronic resource] : _bThe Basic Toolbox / _cby Peter Sanders, Kurt Mehlhorn, Martin Dietzfelbinger, Roman Dementiev. |
250 | _a1st ed. 2019. | ||
264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2019. |
|
300 |
_aXV, 509 p. _bonline resource. |
||
336 |
_atext _btxt _2rdacontent |
||
337 |
_acomputer _bc _2rdamedia |
||
338 |
_aonline resource _bcr _2rdacarrier |
||
347 |
_atext file _bPDF _2rda |
||
505 | 0 | _aAppetizer: Integer Arithmetic -- Introduction -- Representing Sequences by 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 -- Generic Approaches to Optimization -- Collective Communication and Computation -- Load Balancing -- App. A, Mathematical Background -- App. B, Computer Architecture Aspects -- App. C, Support for Parallelism in C++ -- App. D, The Message Passing Interface (MPI) -- App. E, List of Commercial Products, Trademarks and Licenses. | |
520 | _aThis 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. | ||
650 | 0 | _aAlgorithms. | |
650 | 0 | _aMicroprocessors. | |
650 | 0 | _aComputer architecture. | |
650 | 0 | _aData structures (Computer science). | |
650 | 0 | _aInformation theory. | |
650 | 0 |
_aEngineering _xData processing. |
|
650 | 0 | _aMathematics. | |
650 | 1 | 4 | _aAlgorithms. |
650 | 2 | 4 | _aProcessor Architectures. |
650 | 2 | 4 | _aData Structures and Information Theory. |
650 | 2 | 4 | _aData Engineering. |
650 | 2 | 4 | _aApplications of Mathematics. |
700 | 1 |
_aMehlhorn, Kurt. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
|
700 | 1 |
_aDietzfelbinger, Martin. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
|
700 | 1 |
_aDementiev, Roman. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
|
710 | 2 | _aSpringerLink (Online service) | |
773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783030252083 |
776 | 0 | 8 |
_iPrinted edition: _z9783030252106 |
776 | 0 | 8 |
_iPrinted edition: _z9783030252113 |
856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-030-25209-0 |
912 | _aZDB-2-SCS | ||
912 | _aZDB-2-SXCS | ||
942 | _cSPRINGER | ||
999 |
_c174387 _d174387 |