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The Algorithm Design Manual

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The Algorithm Design Manual

The Algorithm Design Manual Book
Author : Steven S Skiena
Publisher : Springer Science & Business Media
Release : 2009-04-05
ISBN : 1848000707
Language : En, Es, Fr & De

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Book Description :

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

The Algorithm Design Manual

The Algorithm Design Manual Book
Author : Steven S. Skiena
Publisher : Springer Nature
Release : 2020-10-05
ISBN : 3030542564
Language : En, Es, Fr & De

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Book Description :

"My absolute favorite for this kind of interview preparation is Steven Skiena’s The Algorithm Design Manual. More than any other book it helped me understand just how astonishingly commonplace ... graph problems are -- they should be part of every working programmer’s toolkit. The book also covers basic data structures and sorting algorithms, which is a nice bonus. ... every 1 – pager has a simple picture, making it easy to remember. This is a great way to learn how to identify hundreds of problem types." (Steve Yegge, Get that Job at Google) "Steven Skiena’s Algorithm Design Manual retains its title as the best and most comprehensive practical algorithm guide to help identify and solve problems. ... Every programmer should read this book, and anyone working in the field should keep it close to hand. ... This is the best investment ... a programmer or aspiring programmer can make." (Harold Thimbleby, Times Higher Education) "It is wonderful to open to a random spot and discover an interesting algorithm. This is the only textbook I felt compelled to bring with me out of my student days.... The color really adds a lot of energy to the new edition of the book!" (Cory Bart, University of Delaware) "The is the most approachable book on algorithms I have." (Megan Squire, Elon University) --- This newly expanded and updated third edition of the best-selling classic continues to take the "mystery" out of designing algorithms, and analyzing their efficiency. It serves as the primary textbook of choice for algorithm design courses and interview self-study, 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, Practical Algorithm Design, provides accessible instruction on methods for designing and analyzing computer algorithms. The second part, the Hitchhiker's Guide to Algorithms, is intended for browsing and reference, and comprises the catalog of algorithmic resources, implementations, and an extensive bibliography. NEW to the third edition: -- New and expanded coverage of randomized algorithms, hashing, divide and conquer, approximation algorithms, and quantum computing -- Provides full online support for lecturers, including an improved website component with lecture slides and videos -- Full color illustrations and code instantly clarify difficult concepts -- Includes several new "war stories" relating experiences from real-world applications -- Over 100 new problems, including programming-challenge problems from LeetCode and Hackerrank. -- Provides up-to-date links leading to the best implementations available in C, C++, and Java Additional Learning Tools: -- 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 -- Exercises include "job interview problems" from major software companies -- Highlighted "take home lessons" emphasize essential concepts -- The "no theorem-proof" style provides a uniquely accessible and intuitive approach to a challenging subject -- Many algorithms are presented with actual code (written in C) -- Provides comprehensive references to both survey articles and the primary literature Written by a well-known algorithms researcher who received the IEEE Computer Science and Engineering Teaching Award, this substantially enhanced third edition of The Algorithm Design Manual is an essential learning tool for students and professionals needed a solid grounding in algorithms. Professor Skiena is also the author of the popular Springer texts, The Data Science Design Manual and Programming Challenges: The Programming Contest Training Manual.

The Data Science Design Manual

The Data Science Design Manual Book
Author : Steven S. Skiena
Publisher : Springer
Release : 2017-07-01
ISBN : 3319554441
Language : En, Es, Fr & De

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Book Description :

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 Algorithm Design Manual With Cd

The Algorithm Design Manual  With Cd  Book
Author : Skiena
Publisher : Unknown
Release : 2007-08-01
ISBN : 9788181287373
Language : En, Es, Fr & De

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Book Description :

Download The Algorithm Design Manual With Cd book written by Skiena, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

The Algorithm Design

The Algorithm Design Book
Author : Amro Solima
Publisher : Independently Published
Release : 2020-02-02
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

What are the algorithms and why do you have to learn them before you learn any programming language?The algorithms are called Algorithms in EnglishThe first thing you should know is that the algorithm is not a programming language, it is methods of analysis and thinking that we have to follow so you can write the code properlyWhat's the problem with everyone being afraid of programming?Most people who try to learn programming you see them they go straight in the wrong direction, they start to directly study a particular programming language (such as Java, C, C) without being exposed to the principles of basic programming, and without that they put the basic ideas of the program, then analyzed and performed one after the other

7 Algorithm Design Paradigms Solution Manual

7 Algorithm Design Paradigms   Solution Manual Book
Author : Sung-Hyuk Cha
Publisher : Cha Academy llc
Release : 2022-01-27
ISBN : 1735168025
Language : En, Es, Fr & De

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Book Description :

This solution manual is to accompany the book entitled “7 Algorithm Design Paradigms.” It is strongly recommended that students attempt the exercises without this solution manual, in order to improve their knowledge and skills.

Calculated Bets

Calculated Bets Book
Author : Steven S. Skiena
Publisher : Cambridge University Press
Release : 2001-08-06
ISBN : 9780521009621
Language : En, Es, Fr & De

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Book Description :

This is a book about a gambling system that works. It tells the story of how the author used computer simulations and mathematical modeling techniques to predict the outcome of jai-alai matches and bet on them successfully - increasing his initial stake by over 500% in one year! His results can work for anyone: at the end of the book he tells the best way to watch jai-alai, and how to bet on it. With humour and enthusiasm, Skiena details a life-long fascination with computer predictions and sporting events. Along the way, he discusses other gambling systems, both successful and unsuccessful, for such games as lotto, roulette, blackjack, and the stock market. Indeed, he shows how his jai-alai system functions just like a miniature stock trading system. Do you want to learn about program trading systems, the future of Internet gambling, and the real reason brokerage houses don't offer mutual funds that invest at racetracks and frontons? How mathematical models are used in political polling? The difference between correlation and causation? If you are curious about gambling and mathematics, odds are this book is for you!

Computational Discrete Mathematics

Computational Discrete Mathematics Book
Author : Sriram Pemmaraju,Steven Skiena
Publisher : Cambridge University Press
Release : 2009-10-15
ISBN : 1107268710
Language : En, Es, Fr & De

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Book Description :

This book was first published in 2003. Combinatorica, an extension to the popular computer algebra system Mathematica®, is the most comprehensive software available for teaching and research applications of discrete mathematics, particularly combinatorics and graph theory. This book is the definitive reference/user's guide to Combinatorica, with examples of all 450 Combinatorica functions in action, along with the associated mathematical and algorithmic theory. The authors cover classical and advanced topics on the most important combinatorial objects: permutations, subsets, partitions, and Young tableaux, as well as all important areas of graph theory: graph construction operations, invariants, embeddings, and algorithmic graph theory. In addition to being a research tool, Combinatorica makes discrete mathematics accessible in new and exciting ways to a wide variety of people, by encouraging computational experimentation and visualization. The book contains no formal proofs, but enough discussion to understand and appreciate all the algorithms and theorems it contains.

Who s Bigger

Who s Bigger  Book
Author : Steven S. Skiena,Charles B. Ward
Publisher : Cambridge University Press
Release : 2013-10-14
ISBN : 1107041376
Language : En, Es, Fr & De

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Book Description :

The authors use quantitative analysis to rank the prominence of more than 1,000 of history's biggest figures, while also discussing trends gleaned from the rankings, as well as the computational methods used to determine the rankings.

Introduction to Recursive Programming

Introduction to Recursive Programming Book
Author : Manuel Rubio-Sanchez
Publisher : CRC Press
Release : 2017-10-05
ISBN : 1498735304
Language : En, Es, Fr & De

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Book Description :

Recursion is one of the most fundamental concepts in computer science and a key programming technique that allows computations to be carried out repeatedly. Despite the importance of recursion for algorithm design, most programming books do not cover the topic in detail, despite the fact that numerous computer programming professors and researchers in the field of computer science education agree that recursion is difficult for novice students. Introduction to Recursive Programming provides a detailed and comprehensive introduction to recursion. This text will serve as a useful guide for anyone who wants to learn how to think and program recursively, by analyzing a wide variety of computational problems of diverse difficulty. It contains specific chapters on the most common types of recursion (linear, tail, and multiple), as well as on algorithm design paradigms in which recursion is prevalent (divide and conquer, and backtracking). Therefore, it can be used in introductory programming courses, and in more advanced classes on algorithm design. The book also covers lower-level topics related to iteration and program execution, and includes a rich chapter on the theoretical analysis of the computational cost of recursive programs, offering readers the possibility to learn some basic mathematics along the way. It also incorporates several elements aimed at helping students master the material. First, it contains a larger collection of simple problems in order to provide a solid foundation of the core concepts, before diving into more complex material. In addition, one of the book's main assets is the use of a step-by-step methodology, together with specially designed diagrams, for guiding and illustrating the process of developing recursive algorithms. Furthermore, the book covers combinatorial problems and mutual recursion. These topics can broaden students' understanding of recursion by forcing them to apply the learned concepts differently, or in a more sophisticated manner. The code examples have been written in Python 3, but should be straightforward to understand for students with experience in other programming languages. Finally, worked out solutions to over 120 end-of-chapter exercises are available for instructors.

7 Algorithm Design Paradigms

7 Algorithm Design Paradigms Book
Author : Sung-Hyuk Cha
Publisher : Cha Academy llc
Release : 2020-06-01
ISBN : 1735168009
Language : En, Es, Fr & De

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Book Description :

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.

Calculated Bets Computers Gambling and Mathematical Modeling to Win

Calculated Bets  Computers  Gambling  and Mathematical Modeling to Win Book
Author : Steven Skiena
Publisher : Unknown
Release : 2001
ISBN : 9781280433412
Language : En, Es, Fr & De

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Book Description :

This is a book about a gambling system that works. It tells the story of how the author used computer simulations and mathematical modeling techniques to predict the outcome of jai-alai matches and bet on them successfully - increasing his initial stake by over 500 per cent in one year! His results can work for anyone: at the end of the book he tells the best way to watch jai-alai, and how to bet on it. With humor and enthusiasm, Skiena details a life-long fascination with computer predictions and sporting events. Along the way, he discusses other gambling systems, both successful and unsuccessful, for such games as lotto, roulette, blackjack, and the stock market. Indeed, he shows how his jai-alai system functions just like a miniature stock trading system.

Python Algorithms

Python Algorithms Book
Author : Magnus Lie Hetland
Publisher : Apress
Release : 2011-02-27
ISBN : 1430232382
Language : En, Es, Fr & De

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Book Description :

Python Algorithms explains the Python approach to algorithm analysis and design. Written by Magnus Lie Hetland, author of Beginning Python, this book is sharply focused on classical algorithms, but it also gives a solid understanding of fundamental algorithmic problem-solving techniques. The book deals with some of the most important and challenging areas of programming and computer science, but in a highly pedagogic and readable manner. The book covers both algorithmic theory and programming practice, demonstrating how theory is reflected in real Python programs. Well-known algorithms and data structures that are built into the Python language are explained, and the user is shown how to implement and evaluate others himself.

A Guide to Experimental Algorithmics

A Guide to Experimental Algorithmics Book
Author : Catherine C. McGeoch
Publisher : Cambridge University Press
Release : 2012-01-30
ISBN : 1107001730
Language : En, Es, Fr & De

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Book Description :

This is a guidebook for those who want to use computational experiments to support their work in algorithm design and analysis. Numerous case studies and examples show how to apply these concepts. All the necessary concepts in computer architecture and data analysis are covered so that the book can be used by anyone who has taken a course or two in data structures and algorithms.

Invitation to Fixed Parameter Algorithms

Invitation to Fixed Parameter Algorithms Book
Author : Rolf Niedermeier
Publisher : OUP Oxford
Release : 2006-02-02
ISBN : 0191524158
Language : En, Es, Fr & De

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Book Description :

This research-level text is an application-oriented introduction to the growing and highly topical area of the development and analysis of efficient fixed-parameter algorithms for optimally solving computationally hard combinatorial problems. The book is divided into three parts: a broad introduction that provides the general philosophy and motivation; followed by coverage of algorithmic methods developed over the years in fixed-parameter algorithmics forming the core of the book; and a discussion of the essentials from parameterized hardness theory with a focus on W[1]-hardness which parallels NP-hardness, then stating some relations to polynomial-time approximation algorithms, and finishing up with a list of selected case studies to show the wide range of applicability of the presented methodology. Aimed at graduate and research mathematicians, programmers, algorithm designers, and computer scientists, the book introduces the basic techniques and results and provides a fresh view on this highly innovative field of algorithmic research.

Power and Performance

Power and Performance Book
Author : Jim Kukunas
Publisher : Morgan Kaufmann
Release : 2015-04-27
ISBN : 0128008148
Language : En, Es, Fr & De

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Book Description :

Power and Performance: Software Analysis and Optimization is a guide to solving performance problems in modern Linux systems. Power-efficient chips are no help if the software those chips run on is inefficient. Starting with the necessary architectural background as a foundation, the book demonstrates the proper usage of performance analysis tools in order to pinpoint the cause of performance problems, and includes best practices for handling common performance issues those tools identify. Provides expert perspective from a key member of Intel’s optimization team on how processors and memory systems influence performance Presents ideas to improve architectures running mobile, desktop, or enterprise platforms Demonstrates best practices for designing experiments and benchmarking throughout the software lifecycle Explains the importance of profiling and measurement to determine the source of performance issues

CRC Concise Encyclopedia of Mathematics

CRC Concise Encyclopedia of Mathematics Book
Author : Eric W. Weisstein
Publisher : CRC Press
Release : 2002-12-12
ISBN : 1420035223
Language : En, Es, Fr & De

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Book Description :

Upon publication, the first edition of the CRC Concise Encyclopedia of Mathematics received overwhelming accolades for its unparalleled scope, readability, and utility. It soon took its place among the top selling books in the history of Chapman & Hall/CRC, and its popularity continues unabated. Yet also unabated has been the d

Data Structures and Algorithm Analysis in Java Third Edition

Data Structures and Algorithm Analysis in Java  Third Edition Book
Author : Clifford A. Shaffer
Publisher : Courier Corporation
Release : 2012-09-06
ISBN : 0486173569
Language : En, Es, Fr & De

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Book Description :

Comprehensive treatment focuses on creation of efficient data structures and algorithms and selection or design of data structure best suited to specific problems. This edition uses Java as the programming language.

Algorithms and Architectures for Parallel Processing

Algorithms and Architectures for Parallel Processing Book
Author : Anu G. Bourgeois,Si Quing Zheng
Publisher : Springer Science & Business Media
Release : 2008-05-29
ISBN : 3540695001
Language : En, Es, Fr & De

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Book Description :

This book constitutes the refereed proceedings of the 8th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2008, held in Agia Napa, Cyprus, in June 2008. The 31 revised full papers presented together with 1 keynote talk and 1 tutorial were carefully reviewed and selected from 88 submissions. The papers are organized in topical sections on scheduling and load balancing, interconnection networks, parallel algorithms, distributed systems, parallelization tools, grid computing, and software systems.

Algorithm Design

Algorithm Design Book
Author : Jon Kleinberg,Éva Tardos
Publisher : Unknown
Release : 2014
ISBN : 9789332518643
Language : En, Es, Fr & De

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Book Description :

Download Algorithm Design book written by Jon Kleinberg,Éva Tardos, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.