Algorithm And Design Complexity

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A Guide to Algorithm Design

Author : Anne Benoit
Publisher : CRC Press
ISBN 13 : 1439898138
Total Pages : 380 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis A Guide to Algorithm Design by : Anne Benoit

Download or read book A Guide to Algorithm Design written by Anne Benoit and published by CRC Press. This book was released on 2013-08-27 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Algorithm and Design Complexity

Author : Anli Sherine
Publisher :
ISBN 13 : 9781000865530
Total Pages : 0 pages
Book Rating : 4.8/5 (655 download)

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Book Synopsis Algorithm and Design Complexity by : Anli Sherine

Download or read book Algorithm and Design Complexity written by Anli Sherine and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Computational complexity is critical in analysis of algorithms and is important to be able to select algorithms for efficiency and solvability. Algorithm and Design Complexity initiates with discussion of algorithm analysis, time space trade-off, symptotic notations and so forth. It further includes algorithms that are definite and effective, known as computational procedures. Further topics explored include divide and conquer, dynamic programming, and backtracking. Features: Includes complete coverage of basics and design of algorithms. Discusses algorithm analysis techniques like divide-and-conquer, dynamic programming, and greedy heuristics. Provides time and space complexity tutorials. Reviews combinatorial optimization of Knapsack problem. Simplifies recurrence relation for time complexity. This book is aimed at graduate students and researchers in computers science, information technology, and electrical engineering"--

Algorithm and Design Complexity

Author : Anli Sherine
Publisher : CRC Press
ISBN 13 : 1000865517
Total Pages : 196 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis Algorithm and Design Complexity by : Anli Sherine

Download or read book Algorithm and Design Complexity written by Anli Sherine and published by CRC Press. This book was released on 2023-05-04 with total page 196 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational complexity is critical in analysis of algorithms and is important to be able to select algorithms for efficiency and solvability. Algorithm and Design Complexity initiates with discussion of algorithm analysis, time-space trade-off, symptotic notations, and so forth. It further includes algorithms that are definite and effective, known as computational procedures. Further topics explored include divide-and-conquer, dynamic programming, and backtracking. Features: Includes complete coverage of basics and design of algorithms Discusses algorithm analysis techniques like divide-and-conquer, dynamic programming, and greedy heuristics Provides time and space complexity tutorials Reviews combinatorial optimization of Knapsack problem Simplifies recurrence relation for time complexity This book is aimed at graduate students and researchers in computers science, information technology, and electrical engineering.

The Art of Algorithm Design

Author : Sachi Nandan Mohanty
Publisher : CRC Press
ISBN 13 : 1000463788
Total Pages : 319 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis The Art of Algorithm Design by : Sachi Nandan Mohanty

Download or read book The Art of Algorithm Design written by Sachi Nandan Mohanty and published by CRC Press. This book was released on 2021-10-14 with total page 319 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Algorithms

Author : M. H. Alsuwaiyel
Publisher : World Scientific
ISBN 13 : 9814723657
Total Pages : 573 pages
Book Rating : 4.8/5 (147 download)

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Book Synopsis Algorithms by : M. H. Alsuwaiyel

Download or read book Algorithms written by M. H. Alsuwaiyel and published by World Scientific. This book was released on 2016 with total page 573 pages. Available in PDF, EPUB and Kindle. Book excerpt: "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 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. Algorithms: Design Techniques and Analysis advocates the study of algorithm design by presenting the most useful techniques and illustrating them with numerous examples -- emphasizing on design techniques in problem solving rather than algorithms topics like searching and sorting. Algorithmic analysis in connection with example algorithms are explored in detail. Each technique or strategy is covered in its own chapter through numerous examples of problems and their algorithms. Readers will be equipped with problem solving tools needed in advanced courses or research in science and engineering."--Provided by publisher

DESIGN AND ANALYSIS OF ALGORITHMS

Author : I. CHANDRA MOHAN
Publisher : PHI Learning Pvt. Ltd.
ISBN 13 : 8120345754
Total Pages : 199 pages
Book Rating : 4.1/5 (23 download)

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Book Synopsis DESIGN AND ANALYSIS OF ALGORITHMS by : I. CHANDRA MOHAN

Download or read book DESIGN AND ANALYSIS OF ALGORITHMS written by I. CHANDRA MOHAN and published by PHI Learning Pvt. Ltd.. This book was released on 2012-04-21 with total page 199 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book, on Design and Analysis of Algorithms, in its second edition, presents a detailed coverage of the time complexity of algorithms. In this edition, a number of chapters have been modified and updated with new material. It discusses the various design factors that make one algorithm more efficient than others, and explains how to devise the new algorithms or modify the existing ones. The book begins with an introduction to algorithm analysis and then presents different methods and techniques—divide and conquer methods, the greedy method, search and traversal techniques, backtracking methods, branch and bound methods—used in the design of algorithms. Each algorithm that is written in this book is followed first by a detailed explanation and then is supported by worked-out examples. The book contains a number of figures to illustrate the theoretical aspects and also provides chapter-end questions to enable students to gauge their understanding of the underlying concepts. What distinguishes the text is its compactness, which has been achieved without sacrificing essential subject matter. This text is suitable for a course on “Design and Analysis of Algorithms”, which is offered to the students of B.Tech (Computer Science and Engineering) and undergraduate and postgraduate students of computer science and computer applications [BCA, MCA, B.Sc. (CS), M.Sc. (CS)] and other computer-related courses. New to this Edition : Explains in detail the time complexity of the algorithms for the problem of finding the GCD and matrix addition. Covers the analysis of Knapsack and Combinatorial Search and Optimization problems. Illustrates the “Branch-and-Bound” method with reference to the Knapsack problem. Presents the theory of NP-Completeness.

Algorithms and Complexity

Author : Herbert S. Wilf
Publisher : A K PETERS
ISBN 13 : 9780367659486
Total Pages : 219 pages
Book Rating : 4.6/5 (594 download)

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Book Synopsis Algorithms and Complexity by : Herbert S. Wilf

Download or read book Algorithms and Complexity written by Herbert S. Wilf and published by A K PETERS. This book was released on 2020-09-30 with total page 219 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is an introductory textbook on the design and analysis of algorithms. The author uses a careful selection of a few topics to illustrate the tools for algorithm analysis. Recursive algorithms are illustrated by Quicksort, FFT, fast matrix multiplications, and others. Algorithms associated with the network flow problem are fundamental in many areas of graph connectivity, matching theory, etc. Algorithms in number theory are discussed with some applications to public key encryption. This second edition will differ from the present edition mainly in that solutions to most of the exercises will be included.

Complexity Theory

Author : Ingo Wegener
Publisher : Springer Science & Business Media
ISBN 13 : 3540210458
Total Pages : 307 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Complexity Theory by : Ingo Wegener

Download or read book Complexity Theory written by Ingo Wegener and published by Springer Science & Business Media. This book was released on 2005-04-11 with total page 307 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reflects recent developments in its emphasis on randomized and approximation algorithms and communication models All topics are considered from an algorithmic point of view stressing the implications for algorithm design

Computational Complexity

Author : Sanjeev Arora
Publisher : Cambridge University Press
ISBN 13 : 0521424267
Total Pages : 609 pages
Book Rating : 4.5/5 (214 download)

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Book Synopsis Computational Complexity by : Sanjeev Arora

Download or read book Computational Complexity written by Sanjeev Arora and published by Cambridge University Press. This book was released on 2009-04-20 with total page 609 pages. Available in PDF, EPUB and Kindle. Book excerpt: New and classical results in computational complexity, including interactive proofs, PCP, derandomization, and quantum computation. Ideal for graduate students.

Design and Analysis of Algorithms

Author : Parag H. Dave
Publisher : Pearson Education India
ISBN 13 : 9788177585957
Total Pages : 836 pages
Book Rating : 4.5/5 (859 download)

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Book Synopsis Design and Analysis of Algorithms by : Parag H. Dave

Download or read book Design and Analysis of Algorithms written by Parag H. Dave and published by Pearson Education India. This book was released on 2007-09 with total page 836 pages. Available in PDF, EPUB and Kindle. Book excerpt: "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.

Design and Analysis of Algorithms

Author :
Publisher : Bhupendra Singh Mandloi
ISBN 13 :
Total Pages : 135 pages
Book Rating : 4./5 ( download)

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Book Synopsis Design and Analysis of Algorithms by :

Download or read book Design and Analysis of Algorithms written by and published by Bhupendra Singh Mandloi. This book was released on 2018-03-31 with total page 135 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains algorithms and equivalent program and also calculate complexity of algorithms.After reading this book anybody can be in the position to find complexity.

Combinatorial Optimization

Author : Christos H. Papadimitriou
Publisher : Courier Corporation
ISBN 13 : 0486320138
Total Pages : 530 pages
Book Rating : 4.4/5 (863 download)

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Book Synopsis Combinatorial Optimization by : Christos H. Papadimitriou

Download or read book Combinatorial Optimization written by Christos H. Papadimitriou and published by Courier Corporation. This book was released on 2013-04-26 with total page 530 pages. Available in PDF, EPUB and Kindle. Book excerpt: This graduate-level text considers the Soviet ellipsoid algorithm for linear programming; efficient algorithms for network flow, matching, spanning trees, and matroids; the theory of NP-complete problems; local search heuristics for NP-complete problems, more. 1982 edition.

7 Algorithm Design Paradigms

Author : Sung-Hyuk Cha
Publisher : Cha Academy llc
ISBN 13 : 1735168009
Total Pages : 798 pages
Book Rating : 4.7/5 (351 download)

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Book Synopsis 7 Algorithm Design Paradigms by : Sung-Hyuk Cha

Download or read book 7 Algorithm Design Paradigms written by Sung-Hyuk Cha and published by Cha Academy llc. This book was released on 2020-06-01 with total page 798 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

The Algorithm Design Manual

Author : Steven S Skiena
Publisher : Springer Science & Business Media
ISBN 13 : 1848000707
Total Pages : 742 pages
Book Rating : 4.8/5 (48 download)

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Book Synopsis The Algorithm Design Manual by : Steven S Skiena

Download or read book The Algorithm Design Manual written by Steven S Skiena and published by Springer Science & Business Media. This book was released on 2009-04-05 with total page 742 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Foundations of Algorithms

Author : Richard Neapolitan
Publisher : Jones & Bartlett Publishers
ISBN 13 : 144965388X
Total Pages : 647 pages
Book Rating : 4.4/5 (496 download)

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Book Synopsis Foundations of Algorithms by : Richard Neapolitan

Download or read book Foundations of Algorithms written by Richard Neapolitan and published by Jones & Bartlett Publishers. This book was released on 2010-04-22 with total page 647 pages. Available in PDF, EPUB and Kindle. Book excerpt: Foundations of Algorithms, Fourth Edition offers a well-balanced presentation of algorithm design, complexity analysis of algorithms, and computational complexity. The volume is accessible to mainstream computer science students who have a background in college algebra and discrete structures. To support their approach, the authors present mathematical concepts using standard English and a simpler notation than is found in most texts. A review of essential mathematical concepts is presented in three appendices. The authors also reinforce the explanations with numerous concrete examples to help students grasp theoretical concepts.

Algorithms

Author : Sushil C. Dimri
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3110693607
Total Pages : 178 pages
Book Rating : 4.1/5 (16 download)

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Book Synopsis Algorithms by : Sushil C. Dimri

Download or read book Algorithms written by Sushil C. Dimri and published by Walter de Gruyter GmbH & Co KG. This book was released on 2021-03-08 with total page 178 pages. Available in PDF, EPUB and Kindle. Book excerpt: Algorithms play a central role both in the theory and in the practice of computing. The goal of the authors was to write a textbook that would not trivialize the subject but would still be readable by most students on their own. The book contains over 120 exercises. Some of them are drills; others make important points about the material covered in the text or introduce new algorithms not covered there. The book also provides programming projects. From the Table of Contents: Chapter 1: Basic knowledge of Mathematics, Relations, Recurrence relation and Solution techniques, Function and Growth of functions. Chapter 2: Different Sorting Techniques and their analysis. Chapter 3: Greedy approach, Dynamic Programming, Brach and Bound techniques, Backtracking and Problems, Amortized analysis, and Order Statics. Chapter 4: Graph algorithms, BFS, DFS, Spanning Tree, Flow Maximization Algorithms. Shortest Path Algorithms. Chapter 5: Binary search tree, Red black Tree, Binomial heap, B-Tree and Fibonacci Heap. Chapter 6: Approximation Algorithms, Sorting Networks, Matrix operations, Fast Fourier Transformation, Number theoretic Algorithm, Computational geometry Randomized Algorithms, String matching, NP-Hard, NP-Completeness, Cooks theorem.

Design and Analysis of Algorithms

Author : Robert Method Karamagi
Publisher :
ISBN 13 :
Total Pages : 320 pages
Book Rating : 4.6/5 (995 download)

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Book Synopsis Design and Analysis of Algorithms by : Robert Method Karamagi

Download or read book Design and Analysis of Algorithms written by Robert Method Karamagi and published by . This book was released on 2020-10-18 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Algorithm is a sequence of steps to solve a problem. Design and Analysis of Algorithm is very important for designing algorithm to solve different types of problems in the branch of computer science and information technology. This book introduces the fundamental concepts of Designing Strategies, Complexity analysis of Algorithms, followed by problems on Graph Theory and Sorting methods.