eBook PDF Download Digital Library
Author: Paolo Ferragina
Publisher: Cambridge University Press
Published: 2023-06-30
Total Pages: 319
ISBN-13: 1009123289
DOWNLOAD EBOOK →This book covers algorithmic problems in big data applications, presenting solutions over hierarchical-memory systems along with pseudocode.
Author: Paolo Ferragina
Publisher: Cambridge University Press
Published: 2023-04-30
Total Pages: 320
ISBN-13: 1009358561
DOWNLOAD EBOOK →There are many textbooks on algorithms focusing on big-O notation and basic design principles. This book offers a unique approach to taking the design and analyses to the level of predictable practical efficiency, discussing core and classic algorithmic problems that arise in the development of big data applications, and presenting elegant solutions of increasing sophistication and efficiency. Solutions are analyzed within the classic RAM model, and the more practically significant external-memory model that allows one to perform I/O-complexity evaluations. Chapters cover various data types, including integers, strings, trees, and graphs, algorithmic tools such as sampling, sorting, data compression, and searching in dictionaries and texts, and lastly, recent developments regarding compressed data structures. Algorithmic solutions are accompanied by detailed pseudocode and many running examples, thus enriching the toolboxes of students, researchers, and professionals interested in effective and efficient processing of big data.
Author: Richard Bird
Publisher: Cambridge University Press
Published: 2010-09-16
Total Pages:
ISBN-13: 1139490605
DOWNLOAD EBOOK →Richard Bird takes a radical approach to algorithm design, namely, design by calculation. These 30 short chapters each deal with a particular programming problem drawn from sources as diverse as games and puzzles, intriguing combinatorial tasks, and more familiar areas such as data compression and string matching. Each pearl starts with the statement of the problem expressed using the functional programming language Haskell, a powerful yet succinct language for capturing algorithmic ideas clearly and simply. The novel aspect of the book is that each solution is calculated from an initial formulation of the problem in Haskell by appealing to the laws of functional programming. Pearls of Functional Algorithm Design will appeal to the aspiring functional programmer, students and teachers interested in the principles of algorithm design, and anyone seeking to master the techniques of reasoning about programs in an equational style.
Author: Jon Bentley
Publisher: Addison-Wesley Professional
Published: 2016-04-21
Total Pages: 262
ISBN-13: 0134498038
DOWNLOAD EBOOK →When programmers list their favorite books, Jon Bentley’s collection of programming pearls is commonly included among the classics. Just as natural pearls grow from grains of sand that irritate oysters, programming pearls have grown from real problems that have irritated real programmers. With origins beyond solid engineering, in the realm of insight and creativity, Bentley’s pearls offer unique and clever solutions to those nagging problems. Illustrated by programs designed as much for fun as for instruction, the book is filled with lucid and witty descriptions of practical programming techniques and fundamental design principles. It is not at all surprising that Programming Pearls has been so highly valued by programmers at every level of experience. In this revision, the first in 14 years, Bentley has substantially updated his essays to reflect current programming methods and environments. In addition, there are three new essays on testing, debugging, and timing set representations string problems All the original programs have been rewritten, and an equal amount of new code has been generated. Implementations of all the programs, in C or C++, are now available on the Web. What remains the same in this new edition is Bentley’s focus on the hard core of programming problems and his delivery of workable solutions to those problems. Whether you are new to Bentley’s classic or are revisiting his work for some fresh insight, the book is sure to make your own list of favorites.
Author: Matthias M Ller-Hannemann
Publisher:
Published: 2011-03-13
Total Pages: 532
ISBN-13: 9783642148675
DOWNLOAD EBOOK →Author: Lasse Kliemann
Publisher: Springer
Published: 2016-11-10
Total Pages: 419
ISBN-13: 3319494872
DOWNLOAD EBOOK →Algorithm Engineering is a methodology for algorithmic research that combines theory with implementation and experimentation in order to obtain better algorithms with high practical impact. Traditionally, the study of algorithms was dominated by mathematical (worst-case) analysis. In Algorithm Engineering, algorithms are also implemented and experiments conducted in a systematic way, sometimes resembling the experimentation processes known from fields such as biology, chemistry, or physics. This helps in counteracting an otherwise growing gap between theory and practice.
Author: Richard Bird
Publisher:
Published: 2010
Total Pages: 291
ISBN-13: 9781139234788
DOWNLOAD EBOOK →A radical new approach to algorithm design, namely, design by calculation.
Author: Matthias Müller-Hannemann
Publisher: Springer Science & Business Media
Published: 2010-08-05
Total Pages: 527
ISBN-13: 3642148654
DOWNLOAD EBOOK →Algorithms are essential building blocks of computer applications. However, advancements in computer hardware, which render traditional computer models more and more unrealistic, and an ever increasing demand for efficient solution to actual real world problems have led to a rising gap between classical algorithm theory and algorithmics in practice. The emerging discipline of Algorithm Engineering aims at bridging this gap. Driven by concrete applications, Algorithm Engineering complements theory by the benefits of experimentation and puts equal emphasis on all aspects arising during a cyclic solution process ranging from realistic modeling, design, analysis, robust and efficient implementations to careful experiments. This tutorial - outcome of a GI-Dagstuhl Seminar held in Dagstuhl Castle in September 2006 - covers the essential aspects of this process in ten chapters on basic ideas, modeling and design issues, analysis of algorithms, realistic computer models, implementation aspects and algorithmic software libraries, selected case studies, as well as challenges in Algorithm Engineering. Both researchers and practitioners in the field will find it useful as a state-of-the-art survey.
Author: Richard Bird
Publisher: Cambridge University Press
Published: 2020-07-09
Total Pages: 454
ISBN-13: 1108491618
DOWNLOAD EBOOK →Ideal for learning or reference, this book explains the five main principles of algorithm design and their implementation in Haskell.
Author: Jeffrey S. Vitter
Publisher: Springer
Published: 2003-05-15
Total Pages: 369
ISBN-13: 3540483187
DOWNLOAD EBOOK →This book constitutes the refereed proceedings of the Third International Workshop on Algorithm Engineering, WAE'99, held in London, UK in July 1999. The 24 revised full papers presented were carefully reviewed and selected from a total of 46 submissions. The papers present original research results in all aspects of algorithm engineering including implementation, experimental testing, fine-tuning of discrete algorithms, development of repositories of software, methodological issues such as standards for empirical research on algorithms and data structures, and issues in the process of converting user requirements into efficient algorithmic solutions and implementations.
