The Art Of Algorithm Design

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The Art of Algorithm Design

Sachi Nandan Mohanty,Pabitra Kumar Tripathy,Suneeta Satpathy
The Art of Algorithm Design Book PDF

Author : Sachi Nandan Mohanty,Pabitra Kumar Tripathy,Suneeta Satpathy
Publisher : CRC Press
Page : 272 pages
File Size : 45,8 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.

The Algorithm Design Manual

Steven S Skiena
The Algorithm Design Manual Book PDF

Author : Steven S Skiena
Publisher : Springer Science & Business Media
Page : 742 pages
File Size : 44,7 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

Pearls of Functional Algorithm Design

Richard Bird
Pearls of Functional Algorithm Design Book PDF

Author : Richard Bird
Publisher : Cambridge University Press
Page : 128 pages
File Size : 43,6 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.

The Age of Data

Christoph Grunberger
The Age of Data Book PDF

Author : Christoph Grunberger
Publisher : Niggli
Page : 400 pages
File Size : 50,6 Mb
Release : 2021-12-07
Category : Art
ISBN : 3721210158

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The Age of Data by Christoph Grunberger Pdf

A compendium for everybody who is interested in what art will be like in the upcoming decade: Global pioneers of data-driven design share their projects and give behind-the-scene looks at some of the most genre-redefining work, providing insights and outlooks on how it influences our current and future reality.

Algorithm Design

Jon Kleinberg,Eva Tardos
Algorithm Design Book PDF

Author : Jon Kleinberg,Eva Tardos
Publisher : Pearson Higher Ed
Page : 828 pages
File Size : 42,6 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.

Algorithm Design and Applications

Michael T. Goodrich,Roberto Tamassia
Algorithm Design and Applications Book PDF

Author : Michael T. Goodrich,Roberto Tamassia
Publisher : Wiley Global Education
Page : 800 pages
File Size : 42,6 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.

Make Your Own Algorithmic Art

Tariq Rashid
Make Your Own Algorithmic Art Book PDF

Author : Tariq Rashid
Publisher : Unknown
Page : 576 pages
File Size : 53,7 Mb
Release : 2018-03-31
Category : Computers
ISBN : 1999655702

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Make Your Own Algorithmic Art by Tariq Rashid Pdf

A Gentle Introduction to Creative Coding with P5js. A fun step-by-step gentle introduction to creating digital art with computers, designed especially for: artists new to coding art, design and digital media students, technologists wanted to explore their creativity teachers and parents seeking more visual and exciting approaches to teaching computer science Starting from the very basics, we'll learn to: understand how computers create digital images code with a popular computer language designed for artists, called Processing, enabled for the web with p5js develop and appreciate algorithms, mathematical recipes, which can create surprisingly beautiful art easily share your code and art on the web, potentially reaching an audience of billions of internet users We'll discover and practice basic computer graphics techniques, explore simple algorithms that create interesting visual forms, and work through example projects to experience the process of developing algorithmic art from inspiration, through problem solving, to final refinement. By the end of the course, you will be coding confidently, appreciating the beauty of mathematics and wanting to explore more advanced ideas and methods.

Experimental Algorithmics

Rudolf Fleischer,Bernhard Moret,Erik Meineche Schmidt
Experimental Algorithmics Book PDF

Author : Rudolf Fleischer,Bernhard Moret,Erik Meineche Schmidt
Publisher : Springer
Page : 286 pages
File Size : 50,8 Mb
Release : 2003-07-01
Category : Computers
ISBN : 9783540363835

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Experimental Algorithmics by Rudolf Fleischer,Bernhard Moret,Erik Meineche Schmidt Pdf

Experimental algorithmics, as its name indicates, combines algorithmic work and experimentation: algorithms are not just designed, but also implemented and tested on a variety of instances. Perhaps the most important lesson in this process is that designing an algorithm is but the first step in the process of developing robust and efficient software for applications. Based on a seminar held at Dagstuhl Castle, Germany in September 2000, this state-of-the-art survey presents a coherent survey of the work done in the area so far. The 11 carefully reviewed chapters provide complete coverage of all current topics in experimental algorithmics.

Generative Art

James R. Parker
Generative Art Book PDF

Author : James R. Parker
Publisher : Art & Artists
Page : 0 pages
File Size : 52,5 Mb
Release : 2019-12-15
Category : Art
ISBN : 1988824389

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Generative Art by James R. Parker Pdf

Generative Art: Algorithms as Artistic Tool presents both simple programming concepts and generative art principles in the same book. Generative Art, a relatively new form of art, is the art of the algorithm where an artist must carefully design the nature of the work and then implement it as a computer program. This book presents a set of novel approaches to this subject. Existing books on this subject confront the topic through the lens of programming. This book does that, but also presents approaches to creating art using art and design best practices. Content is arranged according to the problem that is to be solved. Readers will have access to code used in the book through the book's web site and video tutorials are also available for each chapter.

Smart Camera Design

Marilyn Wolf
Smart Camera Design Book PDF

Author : Marilyn Wolf
Publisher : Springer
Page : 226 pages
File Size : 43,6 Mb
Release : 2017-11-28
Category : Technology & Engineering
ISBN : 9783319695235

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Smart Camera Design by Marilyn Wolf Pdf

This book describes the algorithms and computer architectures used to create and analyze photographs in modern digital cameras. It also puts the capabilities of digital cameras into context for applications in art, entertainment, and video analysis. The author discusses the entire range of topics relevant to digital camera design, including image processing, computer vision, image sensors, system-on-chip, and optics, while clearly describing the interactions between design decisions at these different levels of abstraction. Readers will benefit from this comprehensive view of digital camera design, describing the range of algorithms used to compose, enhance, and analyze images, as well as the characteristics of optics, image sensors, and computing platforms that determine the physical limits of image capture and computing. The content is designed to be used by algorithm designers and does not require an extensive background in optics or electronics.

The Design and Analysis of Algorithms

Dexter C. Kozen
The Design and Analysis of Algorithms Book PDF

Author : Dexter C. Kozen
Publisher : Springer Science & Business Media
Page : 327 pages
File Size : 42,9 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9781461244004

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The Design and Analysis of Algorithms by Dexter C. Kozen Pdf

These are my lecture notes from CS681: Design and Analysis of Algo rithms, a one-semester graduate course I taught at Cornell for three consec utive fall semesters from '88 to '90. The course serves a dual purpose: to cover core material in algorithms for graduate students in computer science preparing for their PhD qualifying exams, and to introduce theory students to some advanced topics in the design and analysis of algorithms. The material is thus a mixture of core and advanced topics. At first I meant these notes to supplement and not supplant a textbook, but over the three years they gradually took on a life of their own. In addition to the notes, I depended heavily on the texts • A. V. Aho, J. E. Hopcroft, and J. D. Ullman, The Design and Analysis of Computer Algorithms. Addison-Wesley, 1975. • M. R. Garey and D. S. Johnson, Computers and Intractibility: A Guide to the Theory of NP-Completeness. w. H. Freeman, 1979. • R. E. Tarjan, Data Structures and Network Algorithms. SIAM Regional Conference Series in Applied Mathematics 44, 1983. and still recommend them as excellent references.

The Data Science Design Manual

Steven S. Skiena
The Data Science Design Manual Book PDF

Author : Steven S. Skiena
Publisher : Springer
Page : 445 pages
File Size : 47,5 Mb
Release : 2017-07-01
Category : Computers
ISBN : 9783319554440

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The Data Science Design Manual by Steven S. Skiena Pdf

This engaging and clearly written textbook/reference provides a must-have introduction to the rapidly emerging interdisciplinary field of data science. It focuses on the principles fundamental to becoming a good data scientist and the key skills needed to build systems for collecting, analyzing, and interpreting data. The Data Science Design Manual is a source of practical insights that highlights what really matters in analyzing data, and provides an intuitive understanding of how these core concepts can be used. The book does not emphasize any particular programming language or suite of data-analysis tools, focusing instead on high-level discussion of important design principles. This easy-to-read text ideally serves the needs of undergraduate and early graduate students embarking on an “Introduction to Data Science” course. It reveals how this discipline sits at the intersection of statistics, computer science, and machine learning, with a distinct heft and character of its own. Practitioners in these and related fields will find this book perfect for self-study as well. Additional learning tools: Contains “War Stories,” offering perspectives on how data science applies in the real world Includes “Homework Problems,” providing a wide range of exercises and projects for self-study Provides a complete set of lecture slides and online video lectures at www.data-manual.com Provides “Take-Home Lessons,” emphasizing the big-picture concepts to learn from each chapter Recommends exciting “Kaggle Challenges” from the online platform Kaggle Highlights “False Starts,” revealing the subtle reasons why certain approaches fail Offers examples taken from the data science television show “The Quant Shop” (www.quant-shop.com)

The Ethical Algorithm

Michael Kearns,Aaron Roth
The Ethical Algorithm Book PDF

Author : Michael Kearns,Aaron Roth
Publisher : Oxford University Press
Page : 288 pages
File Size : 50,6 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.

Algorithm Design

Michael T. Goodrich,Roberto Tamassia
Algorithm Design Book PDF

Author : Michael T. Goodrich,Roberto Tamassia
Publisher : John Wiley & Sons
Page : 722 pages
File Size : 46,8 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.

The Design of Approximation Algorithms

David P. Williamson,David B. Shmoys
The Design of Approximation Algorithms Book PDF

Author : David P. Williamson,David B. Shmoys
Publisher : Cambridge University Press
Page : 518 pages
File Size : 51,7 Mb
Release : 2011-04-26
Category : Computers
ISBN : 0521195276

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The Design of Approximation Algorithms by David P. Williamson,David B. Shmoys Pdf

Discrete optimization problems are everywhere, from traditional operations research planning problems, such as scheduling, facility location, and network design; to computer science problems in databases; to advertising issues in viral marketing. Yet most such problems are NP-hard. Thus unless P = NP, there are no efficient algorithms to find optimal solutions to such problems. This book shows how to design approximation algorithms: efficient algorithms that find provably near-optimal solutions. The book is organized around central algorithmic techniques for designing approximation algorithms, including greedy and local search algorithms, dynamic programming, linear and semidefinite programming, and randomization. Each chapter in the first part of the book is devoted to a single algorithmic technique, which is then applied to several different problems. The second part revisits the techniques but offers more sophisticated treatments of them. The book also covers methods for proving that optimization problems are hard to approximate. Designed as a textbook for graduate-level algorithms courses, the book will also serve as a reference for researchers interested in the heuristic solution of discrete optimization problems.