Algorithm Design A Methodological Approach 150 Problems And Detailed Solutions

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Algorithm Design: A Methodological Approach - 150 problems and detailed solutions

Patrick Bosc,Marc Guyomard,Laurent Miclet
Algorithm Design A Methodological Approach 150 problems and detailed solutions Book PDF

Author : Patrick Bosc,Marc Guyomard,Laurent Miclet
Publisher : CRC Press
Page : 764 pages
File Size : 54,6 Mb
Release : 2023-01-31
Category : Computers
ISBN : 9781000834840

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Algorithm Design: A Methodological Approach - 150 problems and detailed solutions by Patrick Bosc,Marc Guyomard,Laurent Miclet Pdf

A bestseller in its French edition, this book is original in its construction and its success in the French market demonstrates its appeal. It is based on three principles: (1) An organization of the chapters by families of algorithms: exhaustive search, divide and conquer, etc. On the contrary, there is no chapter devoted only to a systematic exposure of, say, algorithms on strings. Some of these will be found in different chapters. (2) For each family of algorithms, an introduction is given to the mathematical principles and the issues of a rigorous design, with one or two pedagogical examples. (3) For the most part, the book details 150 problems, spanning seven families of algorithms. For each problem, a precise and progressive statement is given. More importantly, a complete solution is detailed, with respect to the design principles that have been presented; often, some classical errors are pointed out. Roughly speaking, two-thirds of the book is devoted to the detailed rational construction of the solutions.

Algorithms

M. H. Alsuwaiyel
Algorithms Book PDF

Author : M. H. Alsuwaiyel
Publisher : World Scientific
Page : 545 pages
File Size : 46,5 Mb
Release : 1999
Category : Mathematics
ISBN : 9789812386397

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Algorithms by M. H. Alsuwaiyel Pdf

Problem solving is an essential part of every scientific discipline. It has two components: (1) problem identification and formulation, and (2) solution of the formulated problem. One can solve a problem on its own using ad hoc techniques or follow those techniques that have produced efficient solutions to similar problems. This requires the understanding of various algorithm design techniques, how and when to use them to formulate solutions and the context appropriate for each of them. This book advocates the study of algorithm design techniques by presenting most of the useful algorithm design techniques and illustrating them through numerous examples. Contents: Basic Concepts and Introduction to Algorithms: Basic Concepts in Algorithmic Analysis; Mathematical Preliminaries; Data Structures; Heaps and the Disjoint Sets Data Structures; Techniques Based on Recursion: Induction; Divide and Conquer; Dynamic Programming; First-Cut Techniques: The Greedy Approach; Graph Traversal; Complexity of Problems: NP-Complete Problems; Introduction to Computational Complexity; Lower Bounds; Coping with Hardness: Backtracking; Randomized Algorithms; Approximation Algorithms; Iterative Improvement for Domain-Specific Problems: Network Flow; Matching; Techniques in Computational Geometry: Geometric Sweeping; Voronoi Diagrams. Readership: Senior undergraduates, graduate students and professionals in software development.

A Guide to Algorithm Design

Anne Benoit,Yves Robert,Frédéric Vivien
A Guide to Algorithm Design Book PDF

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.

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 : 318 pages
File Size : 43,5 Mb
Release : 2021-10-14
Category : Computers
ISBN : 9781000463781

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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. Sachi Nandan Mohanty is an Associate Professor in the Department of Computer Engineering, College of Engineering Pune, India, with 11 years of teaching and research experience in Algorithm Design, Computer Graphics, and Machine Learning. Pabitra Kumar Tripathy is the Head of the Department of Computer Science & Engineering, Kalam Institute of Technology, Berhampur, India, with 15 years of teaching experience in Programming Languages, Algorithms, and Theory of Computation. Suneeta Satpathy is an Associate Professor in the Department of Computer Science at Sri Sri University, Cuttack, Odisha, India, with 13 years of teaching experience in Computer Programming, Problem-Solving Techniques, and Decision Mining.

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 : 51,5 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

Algorithms: Design Techniques And Analysis (Second Edition)

M H Alsuwaiyel
Algorithms Design Techniques And Analysis Second Edition Book PDF

Author : M H Alsuwaiyel
Publisher : World Scientific
Page : 756 pages
File Size : 51,9 Mb
Release : 2021-11-08
Category : Computers
ISBN : 9789811238666

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Algorithms: Design Techniques And Analysis (Second Edition) by M H Alsuwaiyel Pdf

Problem solving is an essential part of every scientific discipline. It has two components: (1) problem identification and formulation, and (2) the solution to the formulated problem. One can solve a problem on its own using ad hoc techniques or by following techniques that have produced efficient solutions to similar problems. This required the understanding of various algorithm design techniques, how and when to use them to formulate solutions, and the context appropriate for each of them.This book presents a design thinking approach to problem solving in computing — by first using algorithmic analysis to study the specifications of the problem, before mapping the problem on to data structures, then on to the situatable algorithms. Each technique or strategy is covered in its own chapter supported by numerous examples of problems and their algorithms. The new edition includes a comprehensive chapter on parallel algorithms, and many enhancements.

Experimental Methods for the Analysis of Optimization Algorithms

Thomas Bartz-Beielstein,Marco Chiarandini,Luís Paquete,Mike Preuss
Experimental Methods for the Analysis of Optimization Algorithms Book PDF

Author : Thomas Bartz-Beielstein,Marco Chiarandini,Luís Paquete,Mike Preuss
Publisher : Springer Science & Business Media
Page : 469 pages
File Size : 52,6 Mb
Release : 2010-11-02
Category : Computers
ISBN : 9783642025389

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Experimental Methods for the Analysis of Optimization Algorithms by Thomas Bartz-Beielstein,Marco Chiarandini,Luís Paquete,Mike Preuss Pdf

In operations research and computer science it is common practice to evaluate the performance of optimization algorithms on the basis of computational results, and the experimental approach should follow accepted principles that guarantee the reliability and reproducibility of results. However, computational experiments differ from those in other sciences, and the last decade has seen considerable methodological research devoted to understanding the particular features of such experiments and assessing the related statistical methods. This book consists of methodological contributions on different scenarios of experimental analysis. The first part overviews the main issues in the experimental analysis of algorithms, and discusses the experimental cycle of algorithm development; the second part treats the characterization by means of statistical distributions of algorithm performance in terms of solution quality, runtime and other measures; and the third part collects advanced methods from experimental design for configuring and tuning algorithms on a specific class of instances with the goal of using the least amount of experimentation. The contributor list includes leading scientists in algorithm design, statistical design, optimization and heuristics, and most chapters provide theoretical background and are enriched with case studies. This book is written for researchers and practitioners in operations research and computer science who wish to improve the experimental assessment of optimization algorithms and, consequently, their design.

Algorithm Design

Jon Kleinberg,Eva Tardos
Algorithm Design Book PDF

Author : Jon Kleinberg,Eva Tardos
Publisher : Pearson Higher Ed
Page : 828 pages
File Size : 45,6 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, Analysis and Implementation

Seyed H. Roosta
Algorithm Design Analysis and Implementation Book PDF

Author : Seyed H. Roosta
Publisher : Unknown
Page : 544 pages
File Size : 53,6 Mb
Release : 2005
Category : Computers
ISBN : 0387258922

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Algorithm Design, Analysis and Implementation by Seyed H. Roosta Pdf

Algorithm Design, Analysis and Implementation is unique in its coverage of both approaches to presenting algorithms: according to problem type and according to design technique. This book explores the design and implementation of algorithms in sufficient detail to provide an understanding of the relationship between design concepts and implementation, equipping readers with the basic tools needed to develop their own algorithms, in whatever field of application they may require. From an instructor's perspective, Algorithm Design, Analysis and Implementation covers a wide variety of topics, including new algorithms such as parallel, probabilistic, genetic, geometric, and approximate. The material can be easily adapted for various advanced-level courses on the structure, design, or theory of algorithms by selecting applicable chapters. This book is also highly suitable as a reference for professionals in both academia and industry.

An Elementary Approach To Design And Analysis Of Algorithms

Lekh Rej Vermani,Shalini Vermani
An Elementary Approach To Design And Analysis Of Algorithms Book PDF

Author : Lekh Rej Vermani,Shalini Vermani
Publisher : World Scientific
Page : 534 pages
File Size : 52,7 Mb
Release : 2019-05-29
Category : Computers
ISBN : 9781786346773

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An Elementary Approach To Design And Analysis Of Algorithms by Lekh Rej Vermani,Shalini Vermani Pdf

'The book under review is an interesting elaboration that fills the gaps in libraries for concisely written and student-friendly books about essentials in computer science … I recommend this book for anyone who would like to study algorithms, learn a lot about computer science or simply would like to deepen their knowledge … The book is written in very simple English and can be understood even by those with limited knowledge of the English language. It should be emphasized that, despite the fact that the book consists of many examples, mathematical formulas and theorems, it is very hard to find any mistakes, errors or typos.'zbMATHIn computer science, an algorithm is an unambiguous specification of how to solve a class of problems. Algorithms can perform calculation, data processing and automated reasoning tasks.As an effective method, an algorithm can be expressed within a finite amount of space and time and in a well-defined formal language for calculating a function. Starting from an initial state and initial input (perhaps empty), the instructions describe a computation that, when executed, proceeds through a finite number of well-defined successive states, eventually producing 'output' and terminating at a final ending state. The transition from one state to the next is not necessarily deterministic; some algorithms, known as randomized algorithms, incorporate random input.This book introduces a set of concepts in solving problems computationally such as Growth of Functions; Backtracking; Divide and Conquer; Greedy Algorithms; Dynamic Programming; Elementary Graph Algorithms; Minimal Spanning Tree; Single-Source Shortest Paths; All Pairs Shortest Paths; Flow Networks; Polynomial Multiplication, to ways of solving NP-Complete Problems, supported with comprehensive, and detailed problems and solutions, making it an ideal resource to those studying computer science, computer engineering and information technology.

Introduction to the Design & Analysis of Algorithms

Anany Levitin
Introduction to the Design Analysis of Algorithms Book PDF

Author : Anany Levitin
Publisher : Pearson Education India
Page : 596 pages
File Size : 55,5 Mb
Release : 2007
Category : Computers
ISBN : 8131758958

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Introduction to the Design & Analysis of Algorithms by Anany Levitin Pdf

Based on a Based on a new classification of algorithm design techniques and a clear delineation of analysis methods, "Introduction to the Design and Analysis of Algorithms" presents the subject in a coherent and innovative manner. Written in a student-friendly style, the book emphasizes the understanding of ideas over excessively formal treatment while thoroughly covering the material required in an introductory algorithms course. Popular puzzles are used to motivate students' interest and strengthen their skills in algorithmic problem solving. Other learning-enhancement features include chapter summaries, hints to the exercises, and a detailed solution manual.

Algorithms and Programming

Alexander Shen
Algorithms and Programming Book PDF

Author : Alexander Shen
Publisher : Springer Science & Business Media
Page : 276 pages
File Size : 43,9 Mb
Release : 2011-03-23
Category : Mathematics
ISBN : 9781441917485

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Algorithms and Programming by Alexander Shen Pdf

This text is structured in a problem-solution format that requires the student to think through the programming process. New to the second edition are additional chapters on suffix trees, games and strategies, and Huffman coding as well as an Appendix illustrating the ease of conversion from Pascal to C.

Design and Analysis of Algorithms

Parag H. Dave
Design and Analysis of Algorithms Book PDF

Author : Parag H. Dave
Publisher : Pearson Education India
Page : 836 pages
File Size : 40,6 Mb
Release : 2007-09
Category : Computers
ISBN : 8177585959

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Design and Analysis of Algorithms by Parag H. Dave Pdf

"All aspects pertaining to algorithm design and algorithm analysis have been discussed over the chapters in this book-- Design and Analysis of Algorithms"--Resource description page.

Introduction to Algorithms

Udi Manber
Introduction to Algorithms Book PDF

Author : Udi Manber
Publisher : Pearson
Page : 504 pages
File Size : 41,5 Mb
Release : 1989
Category : Computers
ISBN : STANFORD:36105025945499

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Introduction to Algorithms by Udi Manber Pdf

This book emphasizes the creative aspects of algorithm design by examining steps used in the process of algorithm development. The heart of the creative process lies in an analogy between proving mathematical theorems by induction and designing combinatorial algorithms. The book contains hundreds of problems and examples. It is designed to enhance the reader's problem-solving abilities and understanding of the principles behind algorithm design. 0201120372B04062001

Problems on Algorithms

Ian Parberry
Problems on Algorithms Book PDF

Author : Ian Parberry
Publisher : Unknown
Page : 0 pages
File Size : 53,9 Mb
Release : 1995
Category : Algorithms
ISBN : 0134335589

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Problems on Algorithms by Ian Parberry Pdf

With approximately 600 problems and 35 worked examples, this supplement provides a collection of practical problems on the design, analysis and verification of algorithms. The book focuses on the important areas of algorithm design and analysis: background material; algorithm design techniques; advanced data structures and NP-completeness; and miscellaneous problems. Algorithms are expressed in Pascal-like pseudocode supported by figures, diagrams, hints, solutions, and comments.