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Introduction to Algorithms (Cloth)

Introduction to Algorithms (Cloth) - 2nd edition

ISBN13: 978-0262032933

Cover of Introduction to Algorithms (Cloth) 2ND 01 (ISBN 978-0262032933)
ISBN13: 978-0262032933
ISBN10: 0262032937
Cover type:
Edition/Copyright: 2ND 01
Publisher: MIT Press
Published: 2001
International: No

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Introduction to Algorithms (Cloth) - 2ND 01 edition

ISBN13: 978-0262032933

Thomas Cormen, Charles Leiserson, Ronald Rivest and Clifford Stein

ISBN13: 978-0262032933
ISBN10: 0262032937
Cover type:
Edition/Copyright: 2ND 01
Publisher: MIT Press

Published: 2001
International: No
Summary

The updated new edition of the classic Introduction to Algorithms is intended primarily for use in undergraduate or graduate courses in algorithms or data structures. Like the first edition, this text can also be used for self-study by technical professionals since it discusses engineering issues in algorithm design as well as the mathematical aspects.

In its new edition, Introduction to Algorithms continues to provide a comprehensive introduction to the modern study of algorithms. The revision has been updated to reflect changes in the years since the book's original publication. New chapters on the role of algorithms in computing and on probabilistic analysis and randomized algorithms have been included. Sections throughout the book have been rewritten for increased clarity, and material has been added wherever a fuller explanation has seemed useful or new information warrants expanded coverage.

As in the classic first edition, this new edition of Introduction to Algorithms presents a rich variety of algorithms and covers them in considerable depth while making their design and analysis accessible to all levels of readers. Further, the algorithms are presented in pseudocode to make the book easily accessible to students from all programming language backgrounds.

Each chapter presents an algorithm, a design technique, an application area, or a related topic. The chapters are not dependent on one another, so the instructor can organize his or her use of the book in the way that best suits the course's needs. Additionally, the new edition offers a 25% increase over the first edition in the number of problems, giving the book 155 problems and over 900 exercises that reinforce the concepts the students are learning.

Author Bio

Cormen, Thomas H. : Dartmouth College

Leiserson, Charles E. : Massachusetts Institute of Technology

Rivest, Ronald L. : Massachusetts Institute of Technology

Stein, Clifford : Columbia University

Table of Contents

Preface
I Foundations

1. The Role of Algorithms in Computing
2. Getting Started
3. Growth of Functions
4. Recurrences
5. Probabilistic Analysis and Randomized Algorithms

II Sorting and Order Statistics

6. Heapsort
7. Quicksort
8. Sorting in Linear Time
9. Medians and Order Statistics

III Data Structures

10. Elementary Data Structures
11. Hash Table
12. Binary Search Trees
13. Red-Black Trees
14. Augmenting Data Structures

IV Advanced Design and Analysis Techniques

15. Dynamic Programming
16. Greedy Algorithms
17. Amortized Analysis

V Advanced Data Structures

18. B-Trees
19. Binomial Heaps
20. Fibonacci Heaps
21. Data Structures for Disjoint Sets

VI Graph Algorithms

22. Elementary Graph Algorithms
23. Minimum Spanning Trees
24. Single-Source Shortest Paths
25. All-Pairs Shortest Paths
26. Maximum Flow

VII Selected Topics

27. Sorting Networks
28. Matrix Operations
29. Linear Programming
30. Polynomials and the FFT
31. Number-Theoretic Algorithms
32. String Matching
33. Computational Geometry
34. NP-Completeness
35. Approximation Algorithms

VIII Appendix: Mathematical Background

A Summations
B Sets, Etc.
C Counting and Probability
Bibliography
Index (created by the authors)

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Cover of Introduction to Algorithms 3rd edition

Introduction to Algorithms - 3rd edition

ISBN13: 978-0262033848
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