عنوان

Sequential and parallel algorithms and data structures :

(Number (ISBN

3030252086

(Number (ISBN

3030252094

(Number (ISBN

3030252108

(Number (ISBN

3030252116

(Number (ISBN

9783030252083

(Number (ISBN

9783030252090

(Number (ISBN

9783030252106

(Number (ISBN

9783030252113

Erroneous ISBN

9783030252083

Title Proper

Sequential and parallel algorithms and data structures :

General Material Designation

[Book]

Other Title Information

the basic toolbox /

First Statement of Responsibility

Peter Sanders, Kurt Mehlhorn, Martin Dietzfelbinger, Roman Dementiev.

Place of Publication, Distribution, etc.

Cham, Switzerland :

Name of Publisher, Distributor, etc.

Springer,

Date of Publication, Distribution, etc.

[2019]

Specific Material Designation and Extent of Item

1 online resource (xv, 509 pages)

Text of Note

Includes bibliographical references and index.

Text of Note

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.

0

Text of Note

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.

International Standard Book Number

9783030252083

International Standard Book Number

9783030252106

International Standard Book Number

9783030252113

Algorithms.

Computer network architectures.

Data structures (Computer science)

Algorithms.

Computer network architectures.

Data structures (Computer science)

COM051300

UMB

UMB

Number

Edition

Class number

Sanders, Peter,1967-

Dementiev, Roman

Dietzfelbinger, Martin

Mehlhorn, Kurt,1949-

Date of Transaction

20200823093328.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y