Sequential and Parallel Algorithms and Data Structures The Basic Toolbox /

• Main Authors: Sanders, Peter (Author, http://id.loc.gov/vocabulary/relators/aut), Mehlhorn, Kurt (http://id.loc.gov/vocabulary/relators/aut), Dietzfelbinger, Martin (http://id.loc.gov/vocabulary/relators/aut), Dementiev, Roman (http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Edition: 1st ed. 2019.
• Subjects: Algorithms.; Microprocessors.; Data structures (Computer science).; Engineering-Data processing.; Algorithm Analysis and Problem Complexity.; Processor Architectures.; Data Structures and Information Theory.; Data Engineering.; Mathematics of Algorithmic Complexity.

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 simpl...

Table of Contents:

• 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.