05361nam 22006735 450 991034928460332120200704152438.03-030-25209-410.1007/978-3-030-25209-0(CKB)4100000009160335(DE-He213)978-3-030-25209-0(MiAaPQ)EBC5922874(PPN)260303143(EXLCZ)99410000000916033520190831d2019 u| 0engurnn#008mamaatxtrdacontentcrdamediacrrdacarrierSequential and Parallel Algorithms and Data Structures The Basic Toolbox /by Peter Sanders, Kurt Mehlhorn, Martin Dietzfelbinger, Roman Dementiev1st ed. 2019.Cham :Springer International Publishing :Imprint: Springer,2019.1 online resource (XV, 509 p.)3-030-25208-6 Appetizer: 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.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.AlgorithmsMicroprocessorsData structures (Computer science)Engineering—Data processingAlgorithm Analysis and Problem Complexityhttps://scigraph.springernature.com/ontologies/product-market-codes/I16021Processor Architectureshttps://scigraph.springernature.com/ontologies/product-market-codes/I13014Data Structures and Information Theoryhttps://scigraph.springernature.com/ontologies/product-market-codes/I15009Algorithmshttps://scigraph.springernature.com/ontologies/product-market-codes/M14018Data Engineeringhttps://scigraph.springernature.com/ontologies/product-market-codes/T11040Mathematics of Algorithmic Complexityhttps://scigraph.springernature.com/ontologies/product-market-codes/M13130Algorithms.Microprocessors.Data structures (Computer science)Engineering—Data processing.Algorithm Analysis and Problem Complexity.Processor Architectures.Data Structures and Information Theory.Algorithms.Data Engineering.Mathematics of Algorithmic Complexity.518.1Sanders Peterauthttp://id.loc.gov/vocabulary/relators/aut244577Mehlhorn Kurtauthttp://id.loc.gov/vocabulary/relators/autDietzfelbinger Martinauthttp://id.loc.gov/vocabulary/relators/autDementiev Romanauthttp://id.loc.gov/vocabulary/relators/autMiAaPQMiAaPQMiAaPQBOOK9910349284603321Sequential and Parallel Algorithms and Data Structures2532660UNINA01101nas 2200373 c 450 991089253580332120251012104549.0urn:nbn:de:hebis:17:epflicht-20083(DE-599)ZDB3050603-7(OCoLC)1368513788(DE-101)1225058686(CKB)5600000000762846(EXLCZ)99560000000076284620210114b20192021 |y |gerur|||||||||||txtrdacontentcrdamediacrrdacarrierUnser Jahr ..Forschung im EinsatzFraunhofer-Institut für Graphische Datenverarbeitung IGDDarmstadtFraunhofer-Institut für Graphische Datenverarbeitung IGD[2019-2021]Online-RessourceGesehen am 31.08.20232628-8877 Forschung im EinsatzZeitschriftgnd-content0040017DE-1019999JOURNAL9910892535803321Unser Jahr ...4211026UNINA