Sequential And Parallel Algorithms And Data Structures

Author : Peter Sanders,Kurt Mehlhorn,Martin Dietzfelbinger,Roman Dementiev
Publisher : Springer Nature
Page : 509 pages
File Size : 54,9 Mb
Release : 2019-08-31
Category : Computers
ISBN : 9783030252090

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Sequential and Parallel Algorithms and Data Structures by Peter Sanders,Kurt Mehlhorn,Martin Dietzfelbinger,Roman Dementiev Pdf

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.

Author : Russ Miller,Laurence Boxer
Publisher : Unknown
Page : 360 pages
File Size : 55,5 Mb
Release : 2000
Category : Computers
ISBN : STANFORD:36105028527922

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Algorithms, Sequential & Parallel by Russ Miller,Laurence Boxer Pdf

This work aims to provide an understanding of the analysis and applications of algorithmic paradigms, to both the traditional sequential model of computing and to a variety of parallel models. Concepts are applied to a broad range of subject areas, including matrix operations.

Author : Russ Miller
Publisher : John Wiley & Sons
Page : 896 pages
File Size : 48,7 Mb
Release : 2005-10-11
Category : Electronic
ISBN : 8177226940

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Algorithms : Sequential & Parallel (2Nd Ed.) by Russ Miller Pdf

With multi-core processors replacing traditional processors and the movement to multiprocessor workstations and servers, parallel computing has moved from a specialty area to the core of computer science. In order to provide efficient and cost-effective solutions to problems, algorithms must be designed for multiprocessor systems. Algorithms: Sequential and Parallel provides a state-of-the-art approach to an algorithms course. The book considers algorithms, paradigms, and the analysis of solutions to critical problems for sequential and parallel models of computation in a unified fashion. This gives practicing engineers and scientists, undergraduates, and beginning graduate students a background in algorithms for sequential and parallel algorithms within one text. Prerequisites include fundamentals of data structures, discrete mathematics, and calculus.

Author : Kenneth A. Berman,Jerome L. Paul
Publisher : Course Technology
Page : 0 pages
File Size : 51,7 Mb
Release : 1997
Category : Algorithms
ISBN : 0534946747

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Fundamentals of Sequential and Parallel Algorithms by Kenneth A. Berman,Jerome L. Paul Pdf

Introduction fro ancient to modern times; Elementary data structures; Design analysis of sequential algorithms; Sequential sortin algorithms and their analysis; Introduction to parallel algorithms and architectures; parallel sorting; Expanding the design and analysis of the algorithms toolkit; Introduction, correctness proofs, and recurrence relations;Graphs, digraphs, and sets; Probability and average complexity of agorithms; Introduction to Lower bound theory; Parallel prefix, matix multiplication, and pointer jumping; Major design strategies; The Greedy method; Divide conquer; Dynamic programming; Backtracking and branch-and-bound; Special topics; Heuristic search: A- search, game trees; The dictionary problem: hashing and balanced trees; Probabilistic algorithms; graph algorithms; NP- complete problems and the class NC; The classes NC and P-complete; Closing remarks.

Author : Giorgio Ausiello,Daniel P Bovet,Rosella Petreschi
Publisher : World Scientific
Page : 228 pages
File Size : 50,7 Mb
Release : 1990-09-01
Category : Electronic
ISBN : 9789814611268

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Algorithms and Complexity by Giorgio Ausiello,Daniel P Bovet,Rosella Petreschi Pdf

This proceedings contains contributions on topics such as the models of computation, analysis and design of sequential and parallel algorithms, data structures and their applications, approximating algorithms and probabilistic analysis, and computational complexity. Contents:Analysis and Implementation of Parallel Uniform Hashing (F Luccio et al)On PVchunk Operations and Matrogenic Graphs (S De Agostino & R Petreschi)Combinatorial Optimization through Algorithms for Exact Problems and Scaling (P M Camerini et al)Optimization, Average Cost and Complexity Classes (M Bonamico et al)Ranking and Formal Power Series (A Bertoni et al)PAC and Mistake Bounded Learning: a Comparison and Applications (P Campadelli & A Morpurgo)and other papers Readership: Computer scientists and mathematicians.

Author : Berman,Paul
Publisher : Unknown
Page : 128 pages
File Size : 53,6 Mb
Release : 1997-01-01
Category : Electronic
ISBN : 0534946755

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Fundamentals of Sequential and Parallel Algorithms by Berman,Paul Pdf

Author : Lydia Kronsjö,Lydia I. Kronsjö
Publisher : Unknown
Page : 248 pages
File Size : 44,7 Mb
Release : 1986-04-24
Category : Computers
ISBN : UOM:39015009817985

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Computational Complexity of Sequential and Parallel Algorithms by Lydia Kronsjö,Lydia I. Kronsjö Pdf

This book gives a compact yet comprehensive survey of major results in the computational complexity of sequential algorithms.

Author : Afonso Ferreira,José D. P. Rolim
Publisher : Springer Science & Business Media
Page : 428 pages
File Size : 55,6 Mb
Release : 1995-08-25
Category : Computers
ISBN : 3540603212

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Parallel Algorithms for Irregularly Structured Problems by Afonso Ferreira,José D. P. Rolim Pdf

Proceedings -- Parallel Computing.

Author : C. Xavier,S. S. Iyengar
Publisher : John Wiley & Sons
Page : 388 pages
File Size : 54,8 Mb
Release : 1998-08-05
Category : Computers
ISBN : 0471251828

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Introduction to Parallel Algorithms by C. Xavier,S. S. Iyengar Pdf

Parallel algorithms Made Easy The complexity of today's applications coupled with the widespread use of parallel computing has made the design and analysis of parallel algorithms topics of growing interest. This volume fills a need in the field for an introductory treatment of parallel algorithms-appropriate even at the undergraduate level, where no other textbooks on the subject exist. It features a systematic approach to the latest design techniques, providing analysis and implementation details for each parallel algorithm described in the book. Introduction to Parallel Algorithms covers foundations of parallel computing; parallel algorithms for trees and graphs; parallel algorithms for sorting, searching, and merging; and numerical algorithms. This remarkable book: * Presents basic concepts in clear and simple terms * Incorporates numerous examples to enhance students' understanding * Shows how to develop parallel algorithms for all classical problems in computer science, mathematics, and engineering * Employs extensive illustrations of new design techniques * Discusses parallel algorithms in the context of PRAM model * Includes end-of-chapter exercises and detailed references on parallel computing. This book enables universities to offer parallel algorithm courses at the senior undergraduate level in computer science and engineering. It is also an invaluable text/reference for graduate students, scientists, and engineers in computer science, mathematics, and engineering.

Author : Selim G. Akl
Publisher : Unknown
Page : 426 pages
File Size : 52,6 Mb
Release : 1989
Category : Computers
ISBN : UOM:39015058902316

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The Design and Analysis of Parallel Algorithms by Selim G. Akl Pdf

Mathematics of Computing -- Parallelism.

Author : Vipin Kumar
Publisher : Addison Wesley Longman
Page : 632 pages
File Size : 43,8 Mb
Release : 1994
Category : Computers
ISBN : UOM:39015047505469

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Introduction to Parallel Computing by Vipin Kumar Pdf

Mathematics of Computing -- Parallelism.

Author : Fayez Gebali
Publisher : John Wiley & Sons
Page : 372 pages
File Size : 43,7 Mb
Release : 2011-03-29
Category : Computers
ISBN : 9780470934630

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Algorithms and Parallel Computing by Fayez Gebali Pdf

There is a software gap between the hardware potential and the performance that can be attained using today's software parallel program development tools. The tools need manual intervention by the programmer to parallelize the code. Programming a parallel computer requires closely studying the target algorithm or application, more so than in the traditional sequential programming we have all learned. The programmer must be aware of the communication and data dependencies of the algorithm or application. This book provides the techniques to explore the possible ways to program a parallel computer for a given application.

Author : Alfonso Ferreira,José Rolim
Publisher : Springer
Page : 338 pages
File Size : 42,6 Mb
Release : 1995-10-31
Category : Computers
ISBN : 9780792336235

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Parallel Algorithms for Irregular Problems: State of the Art by Alfonso Ferreira,José Rolim Pdf

Efficient parallel solutions have been found to many problems. Some of them can be obtained automatically from sequential programs, using compilers. However, there is a large class of problems - irregular problems - that lack efficient solutions. IRREGULAR 94 - a workshop and summer school organized in Geneva - addressed the problems associated with the derivation of efficient solutions to irregular problems. This book, which is based on the workshop, draws on the contributions of outstanding scientists to present the state of the art in irregular problems, covering aspects ranging from scientific computing, discrete optimization, and automatic extraction of parallelism. Audience: This first book on parallel algorithms for irregular problems is of interest to advanced graduate students and researchers in parallel computer science.

Author : Andreas Albrecht,Hermann Jung,Kurt Mehlhorn
Publisher : Walter de Gruyter GmbH & Co KG
Page : 212 pages
File Size : 42,8 Mb
Release : 2022-01-19
Category : Social Science
ISBN : 9783112481240

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Parallel Algorithms and Architectures by Andreas Albrecht,Hermann Jung,Kurt Mehlhorn Pdf

Author : Frank Dehne
Publisher : Springer Science & Business Media
Page : 492 pages
File Size : 49,9 Mb
Release : 1997-07-23
Category : Computers
ISBN : 3540633073

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Algorithms and Data Structures by Frank Dehne Pdf

The book is an introduction to the theory of cubic metaplectic forms on the 3-dimensional hyperbolic space and the author's research on cubic metaplectic forms on special linear and symplectic groups of rank 2. The topics include: Kubota and Bass-Milnor-Serre homomorphisms, cubic metaplectic Eisenstein series, cubic theta functions, Whittaker functions. A special method is developed and applied to find Fourier coefficients of the Eisenstein series and cubic theta functions. The book is intended for readers, with beginning graduate-level background, interested in further research in the theory of metaplectic forms and in possible applications.