Algorithm Design

Author : Steven S Skiena
Publisher : Springer Science & Business Media
Page : 742 pages
File Size : 52,6 Mb
Release : 2009-04-05
Category : Computers
ISBN : 9781848000704

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The Algorithm Design Manual by Steven S Skiena Pdf

This newly expanded and updated second edition of the best-selling classic continues to take the "mystery" out of designing algorithms, and analyzing their efficacy and efficiency. Expanding on the first edition, the book now serves as the primary textbook of choice for algorithm design courses while maintaining its status as the premier practical reference guide to algorithms for programmers, researchers, and students. The reader-friendly Algorithm Design Manual provides straightforward access to combinatorial algorithms technology, stressing design over analysis. The first part, Techniques, provides accessible instruction on methods for designing and analyzing computer algorithms. The second part, Resources, is intended for browsing and reference, and comprises the catalog of algorithmic resources, implementations and an extensive bibliography. NEW to the second edition: • Doubles the tutorial material and exercises over the first edition • Provides full online support for lecturers, and a completely updated and improved website component with lecture slides, audio and video • Contains a unique catalog identifying the 75 algorithmic problems that arise most often in practice, leading the reader down the right path to solve them • Includes several NEW "war stories" relating experiences from real-world applications • Provides up-to-date links leading to the very best algorithm implementations available in C, C++, and Java

Author : Jon Kleinberg,Eva Tardos
Publisher : Pearson Higher Ed
Page : 828 pages
File Size : 51,7 Mb
Release : 2013-08-29
Category : Computers
ISBN : 9781292037042

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Algorithm Design by Jon Kleinberg,Eva Tardos Pdf

Algorithm Design introduces algorithms by looking at the real-world problems that motivate them. The book teaches students a range of design and analysis techniques for problems that arise in computing applications. The text encourages an understanding of the algorithm design process and an appreciation of the role of algorithms in the broader field of computer science. The full text downloaded to your computer With eBooks you can: search for key concepts, words and phrases make highlights and notes as you study share your notes with friends eBooks are downloaded to your computer and accessible either offline through the Bookshelf (available as a free download), available online and also via the iPad and Android apps. Upon purchase, you'll gain instant access to this eBook. Time limit The eBooks products do not have an expiry date. You will continue to access your digital ebook products whilst you have your Bookshelf installed.

Author : Richard Bird,Jeremy Gibbons
Publisher : Cambridge University Press
Page : 454 pages
File Size : 55,7 Mb
Release : 2020-07-09
Category : Computers
ISBN : 9781108491617

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Algorithm Design with Haskell by Richard Bird,Jeremy Gibbons Pdf

Ideal for learning or reference, this book explains the five main principles of algorithm design and their implementation in Haskell.

Author : Anne Benoit,Yves Robert,Frédéric Vivien
Publisher : CRC Press
Page : 380 pages
File Size : 45,9 Mb
Release : 2013-08-27
Category : Computers
ISBN : 9781439898130

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A Guide to Algorithm Design by Anne Benoit,Yves Robert,Frédéric Vivien Pdf

Presenting a complementary perspective to standard books on algorithms, A Guide to Algorithm Design: Paradigms, Methods, and Complexity Analysis provides a roadmap for readers to determine the difficulty of an algorithmic problem by finding an optimal solution or proving complexity results. It gives a practical treatment of algorithmic complexity and guides readers in solving algorithmic problems. Divided into three parts, the book offers a comprehensive set of problems with solutions as well as in-depth case studies that demonstrate how to assess the complexity of a new problem. Part I helps readers understand the main design principles and design efficient algorithms. Part II covers polynomial reductions from NP-complete problems and approaches that go beyond NP-completeness. Part III supplies readers with tools and techniques to evaluate problem complexity, including how to determine which instances are polynomial and which are NP-hard. Drawing on the authors’ classroom-tested material, this text takes readers step by step through the concepts and methods for analyzing algorithmic complexity. Through many problems and detailed examples, readers can investigate polynomial-time algorithms and NP-completeness and beyond.

Author : Michael T. Goodrich,Roberto Tamassia
Publisher : Wiley Global Education
Page : 800 pages
File Size : 47,8 Mb
Release : 2014-10-27
Category : Computers
ISBN : 9781119028482

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Algorithm Design and Applications by Michael T. Goodrich,Roberto Tamassia Pdf

Introducing a NEW addition to our growing library of computer science titles, Algorithm Design and Applications, by Michael T. Goodrich & Roberto Tamassia! Algorithms is a course required for all computer science majors, with a strong focus on theoretical topics. Students enter the course after gaining hands-on experience with computers, and are expected to learn how algorithms can be applied to a variety of contexts. This new book integrates application with theory. Goodrich & Tamassia believe that the best way to teach algorithmic topics is to present them in a context that is motivated from applications to uses in society, computer games, computing industry, science, engineering, and the internet. The text teaches students about designing and using algorithms, illustrating connections between topics being taught and their potential applications, increasing engagement.

Author : Michael T. Goodrich,Roberto Tamassia
Publisher : John Wiley & Sons
Page : 722 pages
File Size : 50,9 Mb
Release : 2001-10-15
Category : Computers
ISBN : 9780471383659

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Algorithm Design by Michael T. Goodrich,Roberto Tamassia Pdf

Michael Goodrich and Roberto Tamassia, authors of the successful, Data Structures and Algorithms in Java, 2/e, have written Algorithm Engineering, a text designed to provide a comprehensive introduction to the design, implementation and analysis of computer algorithms and data structures from a modern perspective. This book offers theoretical analysis techniques as well as algorithmic design patterns and experimental methods for the engineering of algorithms. Market: Computer Scientists; Programmers.

Author : Richard Bird
Publisher : Cambridge University Press
Page : 128 pages
File Size : 43,9 Mb
Release : 2010-09-16
Category : Computers
ISBN : 9781139490603

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Pearls of Functional Algorithm Design by Richard Bird Pdf

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 : Sachi Nandan Mohanty,Pabitra Kumar Tripathy,Suneeta Satpathy
Publisher : CRC Press
Page : 272 pages
File Size : 51,9 Mb
Release : 2021-10-14
Category : Computers
ISBN : 9781000463798

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The Art of Algorithm Design by Sachi Nandan Mohanty,Pabitra Kumar Tripathy,Suneeta Satpathy Pdf

The Art of Algorithm Design is a complementary perception of all books on algorithm design and is a roadmap for all levels of learners as well as professionals dealing with algorithmic problems. Further, the book provides a comprehensive introduction to algorithms and covers them in considerable depth, yet makes their design and analysis accessible to all levels of readers. All algorithms are described and designed with a "pseudo-code" to be readable by anyone with little knowledge of programming. This book comprises of a comprehensive set of problems and their solutions against each algorithm to demonstrate its executional assessment and complexity, with an objective to: Understand the introductory concepts and design principles of algorithms and their complexities Demonstrate the programming implementations of all the algorithms using C-Language Be an excellent handbook on algorithms with self-explanatory chapters enriched with problems and solutions While other books may also cover some of the same topics, this book is designed to be both versatile and complete as it traverses through step-by-step concepts and methods for analyzing each algorithmic complexity with pseudo-code examples. Moreover, the book provides an enjoyable primer to the field of algorithms. This book is designed for undergraduates and postgraduates studying algorithm design.

Author : Sung-Hyuk Cha
Publisher : Cha Academy llc
Page : 798 pages
File Size : 41,6 Mb
Release : 2020-06-01
Category : Computers
ISBN : 9781735168005

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7 Algorithm Design Paradigms by Sung-Hyuk Cha Pdf

The intended readership includes both undergraduate and graduate students majoring in computer science as well as researchers in the computer science area. The book is suitable either as a textbook or as a supplementary book in algorithm courses. Over 400 computational problems are covered with various algorithms to tackle them. Rather than providing students simply with the best known algorithm for a problem, this book presents various algorithms for readers to master various algorithm design paradigms. Beginners in computer science can train their algorithm design skills via trivial algorithms on elementary problem examples. Graduate students can test their abilities to apply the algorithm design paradigms to devise an efficient algorithm for intermediate-level or challenging problems. Key Features: Dictionary of computational problems: A table of over 400 computational problems with more than 1500 algorithms is provided. Indices and Hyperlinks: Algorithms, computational problems, equations, figures, lemmas, properties, tables, and theorems are indexed with unique identification numbers and page numbers in the printed book and hyperlinked in the e-book version. Extensive Figures: Over 435 figures illustrate the algorithms and describe computational problems. Comprehensive exercises: More than 352 exercises help students to improve their algorithm design and analysis skills. The answers for most questions are available in the accompanying solution manual.

Author : Michael Kearns,Aaron Roth
Publisher : Oxford University Press
Page : 288 pages
File Size : 42,5 Mb
Release : 2019-10-04
Category : Computers
ISBN : 9780190948214

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The Ethical Algorithm by Michael Kearns,Aaron Roth Pdf

Over the course of a generation, algorithms have gone from mathematical abstractions to powerful mediators of daily life. Algorithms have made our lives more efficient, more entertaining, and, sometimes, better informed. At the same time, complex algorithms are increasingly violating the basic rights of individual citizens. Allegedly anonymized datasets routinely leak our most sensitive personal information; statistical models for everything from mortgages to college admissions reflect racial and gender bias. Meanwhile, users manipulate algorithms to "game" search engines, spam filters, online reviewing services, and navigation apps. Understanding and improving the science behind the algorithms that run our lives is rapidly becoming one of the most pressing issues of this century. Traditional fixes, such as laws, regulations and watchdog groups, have proven woefully inadequate. Reporting from the cutting edge of scientific research, The Ethical Algorithm offers a new approach: a set of principled solutions based on the emerging and exciting science of socially aware algorithm design. Michael Kearns and Aaron Roth explain how we can better embed human principles into machine code - without halting the advance of data-driven scientific exploration. Weaving together innovative research with stories of citizens, scientists, and activists on the front lines, The Ethical Algorithm offers a compelling vision for a future, one in which we can better protect humans from the unintended impacts of algorithms while continuing to inspire wondrous advances in technology.

Author : Veli Mäkinen,Djamal Belazzougui,Fabio Cunial,Alexandru I. Tomescu
Publisher : Cambridge University Press
Page : 470 pages
File Size : 46,6 Mb
Release : 2023-10-12
Category : Computers
ISBN : 9781009341219

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Genome-Scale Algorithm Design by Veli Mäkinen,Djamal Belazzougui,Fabio Cunial,Alexandru I. Tomescu Pdf

Guided by standard bioscience workflows in high-throughput sequencing analysis, this book for graduate students, researchers, and professionals in bioinformatics and computer science offers a unified presentation of genome-scale algorithms. This new edition covers the use of minimizers and other advanced data structures in pangenomics approaches.

Author : Giorgio Ausiello,M. Lucertini,P. Serafini
Publisher : Springer
Page : 239 pages
File Size : 52,5 Mb
Release : 2014-05-04
Category : Computers
ISBN : 9783709143384

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Algorithm Design for Computer System Design by Giorgio Ausiello,M. Lucertini,P. Serafini Pdf

Author : Sandeep Sen,Amit Kumar
Publisher : Cambridge University Press
Page : 395 pages
File Size : 50,8 Mb
Release : 2019-05-23
Category : Computers
ISBN : 9781108496827

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Design and Analysis of Algorithms by Sandeep Sen,Amit Kumar Pdf

Focuses on the interplay between algorithm design and the underlying computational models.

Author : Steven S. Skiena
Publisher : Springer Science & Business Media
Page : 508 pages
File Size : 43,9 Mb
Release : 1998
Category : Computers
ISBN : 0387948600

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The Algorithm Design Manual: Text by Steven S. Skiena Pdf

This volume helps take some of the "mystery" out of identifying and dealing with key algorithms. Drawing heavily on the author's own real-world experiences, the book stresses design and analysis. Coverage is divided into two parts, the first being a general guide to techniques for the design and analysis of computer algorithms. The second is a reference section, which includes a catalog of the 75 most important algorithmic problems. By browsing this catalog, readers can quickly identify what the problem they have encountered is called, what is known about it, and how they should proceed if they need to solve it. This book is ideal for the working professional who uses algorithms on a daily basis and has need for a handy reference. This work can also readily be used in an upper-division course or as a student reference guide.THE ALGORITHM DESIGN MANUAL comes with a CD-ROM that contains:* a complete hypertext version of the full printed book.* the source code and URLs for all cited implementations.* over 30 hours of audio lectures on the design and analysis of algorithms are provided, all keyed to on-line lecture notes.

Author : George T. Heineman,Gary Pollice,Stanley Selkow
Publisher : "O'Reilly Media, Inc."
Page : 366 pages
File Size : 49,5 Mb
Release : 2008-10-14
Category : Computers
ISBN : 9781449391133

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Algorithms in a Nutshell by George T. Heineman,Gary Pollice,Stanley Selkow Pdf

Creating robust software requires the use of efficient algorithms, but programmers seldom think about them until a problem occurs. Algorithms in a Nutshell describes a large number of existing algorithms for solving a variety of problems, and helps you select and implement the right algorithm for your needs -- with just enough math to let you understand and analyze algorithm performance. With its focus on application, rather than theory, this book provides efficient code solutions in several programming languages that you can easily adapt to a specific project. Each major algorithm is presented in the style of a design pattern that includes information to help you understand why and when the algorithm is appropriate. With this book, you will: Solve a particular coding problem or improve on the performance of an existing solution Quickly locate algorithms that relate to the problems you want to solve, and determine why a particular algorithm is the right one to use Get algorithmic solutions in C, C++, Java, and Ruby with implementation tips Learn the expected performance of an algorithm, and the conditions it needs to perform at its best Discover the impact that similar design decisions have on different algorithms Learn advanced data structures to improve the efficiency of algorithms With Algorithms in a Nutshell, you'll learn how to improve the performance of key algorithms essential for the success of your software applications.