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Showing posts with label .---Algorithms. Show all posts
Showing posts with label .---Algorithms. Show all posts

Saturday, July 18, 2009

Statistical Learning Theory and Stochastic Optimization: Ecole d'Ete de Probabilites de Saint-Flour XXXI - 2001

3540225722

Statistical Learning Theory and Stochastic Optimization: Ecole d'Ete de Probabilites de Saint-Flour XXXI - 2001 (Lecture Notes in Mathematics): Olivier Catoni
Springer | ISBN: 3540225722 | 2004-10-15 | PDF (OCR) | 273 pages | 2.34 Mb


Statistical learning theory is aimed at analyzing complex data with necessarily approximate models. This book is intended for an audience with a graduate background in probability theory and statistics. It will be useful to any reader wondering why it may be a good idea, to use asis often done in practice a

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Genetic Algorithms for Applied CAD Problems


Viktor M. Kureichik, Sergey P. Malioukov, "Genetic Algorithms for Applied CAD Problems"
Springer | 2009 | ISBN: 3540852808 | 320 pages | PDF | 2,5 MB

New perspective technologies of genetic search and evolution simulation represent the kernel of this book. The authors wanted to show how these technologies are used for practical problems solution. This monograph is devoted to specialists of CAD, intellectual information technologies in science, biology, economics, sociology and others. It may be used by post-graduate students and students of specialties connected to the systems theory and system analysis methods, information science, optimization methods, operations investigation and solution-making.

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Thursday, July 16, 2009

Applied Cryptography: Protocols, Algorithms, and Source Code in C, 2 Ed


Bruce Schneier, "Applied Cryptography: Protocols, Algorithms, and Source Code in C, 2 Ed"
Wiley; 2nd ed | 1996 | ISBN: 0471117099 | 758 pages | CHM | 3,6 MB

Cryptographic techniques have applications far beyond the obvious uses of encoding and decoding information. For Internet developers who need to know about capabilities, such as digital signatures, that depend on cryptographic techniques, there's no better overview than Applied Cryptography, the definitive book on the subject. Bruce Schneier covers general classes of cryptographic protocols and then specific techniques, detailing the inner workings of real-world cryptographic algorithms including the Data Encryption Standard and RSA public-key cryptosystems. The book includes source-code listings and extensive advice on the practical aspects of cryptography implementation, such as the importance of generating truly random numbers and of keeping keys secure.
Review
"the definitive publicly available text on the theory and practice of cryptography" (Computer Shopper, January 2002)

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Wednesday, July 15, 2009

Algorithmic Number Theory: 6th International Symposium ANTS-VI, Burlington, VT, USA, June 13-18, 2004, Proceedings

Algorithmic Number Theory: 6th International Symposium ANTS-VI, Burlington, VT, USA, June 13-18, 2004, Proceedings

Algorithmic Number Theory: 6th International Symposium ANTS-VI, Burlington, VT, USA, June 13-18, 2004, Proceedings

Product Description

This book constitutes the refereed proceedings of the 6th International Algorithmic Number Theory Symposium, ANTS 2004, held in Burlington, VT, USA, in June 2004.

The 30 revised full papers presented together with 3 invited papers were carefully reviewed and selected for inclusion in the book. Among the topics addressed are zeta functions, elliptic curves, hyperelliptic curves, GCD algorithms, number field computations, complexity, primality testing, Weil and Tate pairings, cryptographic algorithms, function field sieve, algebraic function field mapping, quartic fields, cubic number fields, lattices, discrete logarithms, and public key cryptosystems.



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Algorithms in C++, Parts 1-4: Fundamentals, Data Structure, Sorting, Searching

Algorithms in C++, Parts 1-4: Fundamentals, Data Structure, Sorting, Searching

Robert Sedgewick, «Algorithms in C++, Parts 1-4: Fundamentals, Data Structure, Sorting, Searching»
Addison Wesley | ISBN: 9780201350883, 0201350882 | 1998 | CHM | 752 pages | 5.84 MB

“
This particular book, Parts 1n4, represents the essential first half of Sedgewick's complete work. It provides extensive coverage of fundamental data structures and algorithms for sorting, searching, and related applications. Although the substance of the book applies to programming in any language, the implementations by Van Wyk and Sedgewick also exploit the natural match between C++ classes and ADT implementations.


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Monday, July 13, 2009

Algorithmic Number Theory: 6th International Symposium ANTS-VI, Burlington

3540221565

Algorithmic Number Theory: 6th International Symposium ANTS-VI, Burlington, VT, USA, June 13-18, 2004, Proceedings (Lecture Notes in Computer Science): Duncan Buell
Springer | ISBN: 3540221565 | 2004-07-27 | PDF (OCR) | 451 pages | 20.26 Mb




This book constitutes the refereed proceedings of the 6th International Algorithmic Number Theory Symposium, ANTS 2004, held in Burlington, VT, USA, in June 2004. The 30 revised full papers presented together with 3 invited papers were carefully reviewed and selected for inclusion in the book. Among the topics addressed are zeta functions, elliptic curves, hyperelliptic curves, GCD algorithms, number field computations, complexity, primality testing, Weil and Tate pairings, cryptographic algorithms, function field sieve, algebraic function field mapping, quartic fields, cubic number fields, lattices, discrete logarithms, and public key cryptosystems.

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Sunday, July 12, 2009

Algorithms for Visual Design Using the Processing Language


Algorithms for Visual Design Using the Processing Language
384 pages | Wiley (May 11, 2009) | ISBN-10: 0470375485 | PDF | 7 Mb

As the first book to share the necessary algorithms for creating code to experiment with design problems in the processing language, this book offers a series of generic procedures that can function as building blocks and encourages you to then use those building blocks to experiment, explore, and channel your thoughts, ideas, and principles into potential solutions. The book covers such topics as structured shapes, solid geometry, networking and databases, physical computing, image processing, graphic user interfaces, and more.


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Algorithms on Strings


Maxime Crochemore, Christophe Hancart, Thierry Lecroq, "Algorithms on Strings"
Cambridge University Press | 2007 | ISBN: 0521848997 | 392 pages | PDF | 2 MB

This text and reference on string processes and pattern matching presents examples related to the automatic processing of natural language, to the analysis of molecular sequences and to the management of textual databases. Algorithms are described in a C-like language, with correctness proofs and complexity analysis, to make them ready to implement. The book will be an important resource for students and researchers in theoretical computer science, computational linguistics, computational biology, and software engineering.


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Saturday, July 11, 2009

Art of Computer Programming, Volume 1: Fundamental Algorithms

http://images.amazon.com/images/P/0201896834.01._SCLZZZZZZZ_.jpg

Art of Computer Programming, Volume 1: Fundamental Algorithms (3rd Edition)
ISBN: 0201896834
Author: Donald E. Knuth
Publisher: Addison-Wesley Professional
Edition: 3 edition (July 7, 1997)
Hardcover: 672 pages
URL: /http://www.amazon.com/exec/obidos/redirect?tag=songstech-20&path=ASIN%2F0201896834
Summary:
This magnificent tour de force presents a comprehensive overview of a wide variety of algorithms and the analysis of them. Now in its third edition, The Art of Computer Programming, Volume I: Fundamental Algorithms contains substantial revisions by the author and includes numerous new exercises.
Although this book was conceived several decades ago, it is still a timeless classic. One of the book's greatest strengths is the wonderful collection of problems that accompany each chapter. The author has chosen problems carefully and indexed them according to difficulty. Solving a substantial number of these problems will help you gain a solid understanding of the issues surrounding the given topic. Furthermore, the exercises feature a variety of classic problems.
Fundamental Algorithms begins with mathematical preliminaries. The first section offers a good grounding in a variety of useful mathematical tools: proof techniques, combinatorics, and elementary number theory. Knuth then details the MIX processor, a virtual machine architecture that serves as the programming target for subsequent discussions. This wonderful section comprehensively covers the principles of simple machine architecture, beginning with a register-level discussion of the instruction set. A later discussion of a simulator for this machine includes an excellent description of the principles underlying the implementation of subroutines and co-routines. Implementing such a simulator is an excellent introduction to computer design.
In the second section, Knuth covers data structures--stacks, queues, lists, arrays, and trees--and presents implementations (in MIX assembly) along with techniques for manipulating these structures. Knuth follows many of the algorithms with careful time and space analysis. In the section on tree structures, the discussion includes a series of interesting problems concerning the combinatorics of trees (counting distinct trees of a particular form, for example) and some particularly interesting applications. Also featured is a discussion of Huffmann encoding and, in the section on lists, an excellent introduction to garbage collection algorithms and the difficult challenges associated with such a task. The book closes with a discussion of dynamic allocation algorithms.
The clear writing in Fundamental Algorithms is enhanced by Knuth's dry humor and the historical discussions that accompany the technical matter. Overall, this text is one of the great classics of computer programming literature--it's not an easy book to grasp, but one that any true programmer will study with pleasure.

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Speech Coding Algorithms: Foundation and Evolution of Standardized Coders


Wai C. Chu, "Speech Coding Algorithms: Foundation and Evolution of Standardized Coders"
Wiley-Interscience | 2003 | ISBN: 0471373125 | 592 pages | PDF | 3,2 MB

Review
“…well equipped with exercises and with procedures which are helpful in implementing the coders…” (Zentralblatt Math, Vol.1041, No.16, 2004)

Description
* Speech coding is a highly mature branch of signal processing deployed in products such as cellular phones, communication devices, and more recently, voice over internet protocol
* This book collects many of the techniques used in speech coding and presents them in an accessible fashion
* Emphasizes the foundation and evolution of standardized speech coders, covering standards from 1984 to the present
* The theory behind the applications is thoroughly analyzed and proved

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Kurt Mehlhorn, Peter Sanders, "Algorithms and Data Structures: The Basic Toolbox"


Kurt Mehlhorn, Peter Sanders, "Algorithms and Data Structures: The Basic Toolbox"
Springer 2008 | ISBN: 3540779779 | 300 pages | PDF | 2,4 MB

Algorithms are at the heart of every nontrivial computer application, and algorithmics is a modern and active area of computer science. Every computer scientist and every professional programmer should know about the basic algorithmic toolbox: structures that allow efficient organization and retrieval of data, frequently used algorithms, and basic techniques for modeling, understanding and solving algorithmic problems.
This book is a concise introduction addressed to students and professionals familiar with programming and basic mathematical language. Individual chapters cover arrays and linked lists, hash tables and associative arrays, sorting and selection, priority queues, sorted sequences, graph representation, graph traversal, shortest paths, minimum spanning trees, and optimization. The algorithms are presented in a modern way, with explicitly formulated invariants, and comment on recent trends such as algorithm engineering, memory hierarchies, algorithm libraries and certifying algorithms. The authors use pictures, words and high-level pseudocode to explain the algorithms, and then they present more detail on efficient implementations using real programming languages like C++ and Java.
The authors have extensive experience teaching these subjects to undergraduates and graduates, and they offer a clear presentation, with examples, pictures, informal explanations, exercises, and some linkage to the real world. Most chapters have the same basic structure: a motivation for the problem, comments on the most important applications, and then simple solutions presented as informally as possible and as formally as necessary. For the more advanced issues, this approach leads to a more mathematical treatment, including some theorems and proofs. Finally, each chapter concludes with a section on further findings, providing views on the state of research, generalizations and advanced solutions.


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Randomized Algorithms (Cambridge International Series on Parallel Computation)

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Randomized Algorithms
By Rajeev Motwani, Prabhakar Raghavan


  • Publisher: Cambridge University Press
  • Number Of Pages: 492
  • Publication Date: 1995-08-25
  • ISBN-10 / ASIN: 0521474655
  • ISBN-13 / EAN: 9780521474658


Product Description:

For many applications, a randomized algorithm is either the simplest or the fastest algorithm available, and sometimes both. This book introduces the basic concepts in the design and analysis of randomized algorithms. The first part of the text presents basic tools such as probability theory and probabilistic analysis that are frequently used in algorithmic applications. Algorithmic examples are also given to illustrate the use of each tool in a concrete setting. In the second part of the book, each chapter focuses on an important area to which randomized algorithms can be applied, providing a comprehensive and representative selection of the algorithms that might be used in each of these areas. Although written primarily as a text for advanced undergraduates and graduate students, this book should also prove invaluable as a reference for professionals and researchers.

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Algorithms in C++, Parts 1-4: Fundamentals, Data Structure, Sorting, Searching (3rd Edition) (Pts. 1-4)

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Algorithms in C++, Parts 1-4: Fundamentals, Data Structure, Sorting, Searching (3rd Edition) (Pts. 1-4)
By Robert Sedgewick


  • Publisher: Addison-Wesley Professional
  • Number Of Pages: 752
  • Publication Date: 1998-07-23
  • ISBN-10 / ASIN: 0201350882
  • ISBN-13 / EAN: 9780201350883


Product Description:

Robert Sedgewick has thoroughly rewritten and substantially expanded andupdated his popular work to provide current and comprehensive coverage ofimportant algorithms and data structures. Christopher Van Wyk and Sedgewickhave developed new C++ implementations that both express the methods in aconcise and direct manner, and also provide programmers with the practicalmeans to test them on real applications. Many new algorithms are presented, and the explanations of each algorithmare much more detailed than in previous editions. A new text design anddetailed, innovative figures, with accompanying commentary, greatly enhancethe presentation. The third edition retains the successful blend of theory andpractice that has made Sedgewick's work an invaluable resource for more than250,000 programmers! This particular book, Parts 1-4, represents the essential first half of Sedgewick'scomplete work. It provides extensive coverage of fundamental data structuresand algorithms for sorting, searching, and related applications. Although thesubstance of the book applies to programming in any language, theimplementations by Van Wyk and Sedgewick also exploit the natural matchbetween C++ classes and ADT implementations. Highlights

Expanded coverage of arrays, linked lists, strings, trees, and other basic

data structures Greater emphasis on abstract data types (ADTs), modular programming, object-oriented programming, and C++ classes than in previous editions

Over 100 algorithms for sorting, selection, priority queue ADT implementations, and symbol table ADT (searching) implementations

New implementations of binomial queues, multiway radix sorting, randomized BSTs, splay trees, skip lists, multiway tries, B trees, extendible hashing, and much more Increased quantitative information about the algorithms, giving you a

basis for comparing them Over 1000 new exercises to help you learn the properties of algorithms Whether you are learning the algorithms for the first time or wish to have up-to-date reference material that incorporates new programming styles with classic and new algorithms, you will find a wealth of useful information in this book.


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Practical Algorithms in C++

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Practical Algorithms in C++
By Bryan Flamig


  • Publisher: John Wiley & Sons
  • Number Of Pages: 464
  • Publication Date: 1995-02-16
  • ISBN-10 / ASIN: 0471009555
  • ISBN-13 / EAN: 9780471009559
  • Binding: Paperback



Book Description:

A practical guide to implementing algorithms in C++.

Have you been looking for a C++ book that not only talks about some of the most popular algorithms of today, but also implements them? Then look no further. This book presents algorithms from a practical point of view, clearly explaining how the algorithms work, as well as fully implementing them in C++. Written to the intermediate C++ programmer, this book covers a wide range of subjects, from sorting and searching algorithms, to graph traversal algorithms, hashing algorithms, priority queues, finite state machines, and "algorithmic generators," a unique, object-oriented way of implementing algorithms.

Includes theory and practice, with emphasis on practice.

  • Builds from the basics to the most advanced techniques.
  • Backs each algorithm with full source code provided on disk-no misleading code fragments.
  • Includes high quality code, written specifically for C++, and not simply ported from some other language.
  • All code fully tested in Borland and Microsoft versions of C++.

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Monday, June 29, 2009

The Art of Computer Programming, Volume 4, Fascicle 2: Generating All Tuples and Permutations



Book Description:



According to Webster's Dictionary, a fascicle is "one of the division of a bookpublished in parts."This material represents a first look at material from the long-anticipated andmuch-discussed Volume 4 of Donald Knuth's The Art of ComputerProgramming.Knuth's fascicle philosophy is as follows: "The material will first appear in betatestform as fascicles of approximately 128 pages each, issued approximatelytwice per year. These fascicles will represent my best attempt to write acomprehensive account, but computer science has grown to the point where Icannot hope to be an authority on all the material covered in these books.Therefore I'll need feedback from readers in order to prepare the officialvolumes later."



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Applications of Stochastic Programming (MPS-SIAM Series on Optimization)



Product Description
Research on algorithms and applications of stochastic programming, the study of procedures for decision making under uncertainty over time, has been very active in recent years and deserves to be more widely known. This is the first book devoted to the full scale of applications of stochastic programming and also the first to provide access to publicly available algorithmic systems. The 32 contributed papers in this volume are written by leading stochastic programming specialists and reflect the high level of activity in recent years in research on algorithms and applications. The book introduces the power of stochastic programming to a wider audience and demonstrates the application areas where this approach is superior to other modeling approaches. Applications of Stochastic Programming consists of two parts. The first part presents papers describing publicly available stochastic programming systems that are currently operational. All the codes have been extensively tested and developed and will appeal to researchers and developers who want to make models without extensive programming and other implementation costs. The codes are a synopsis of the best systems available, with the requirement that they be user-friendly, ready to go, and publicly available. The second part of the book is a diverse collection of application papers in areas such as production, supply chain and scheduling, gaming, environmental and pollution control, financial modeling, telecommunications, and electricity. It contains the most complete collection of real applications using stochastic programming available in the literature. The papers show how leading researchers choose to treat randomness when making planning models, with an emphasis on modeling, data, and solution approaches. Contents Preface: Part I: Stochastic Programming Codes; Chapter 1: Stochastic Programming Computer Implementations, Horand I. Gassmann, SteinW.Wallace, and William T. Ziemba; Chapter 2: The SMPS Format for Stochastic Linear Programs, Horand I. Gassmann; Chapter 3: The IBM Stochastic Programming System, Alan J. King, Stephen E.Wright, Gyana R. Parija, and Robert Entriken; Chapter 4: SQG: Software for Solving Stochastic Programming Problems with Stochastic Quasi-Gradient Methods, Alexei A. Gaivoronski; Chapter 5: Computational Grids for Stochastic Programming, Jeff Linderoth and Stephen J.Wright; Chapter 6: Building and Solving Stochastic Linear Programming Models with SLP-IOR, Peter Kall and János Mayer; Chapter 7: Stochastic Programming from Modeling Languages, Emmanuel Fragnière and Jacek Gondzio; Chapter 8: A Stochastic Programming Integrated Environment (SPInE), P. Valente, G. Mitra, and C. A. Poojari; Chapter 9: Stochastic Modelling and Optimization Using Stochastics™ , M. A. H. ! Dempster, J. E. Scott, and G.W. P. Thompson; Chapter 10: An Integrated Modelling Environment for Stochastic Programming, Horand I. Gassmann and David M. Gay; Part II: Stochastic Programming Applications; Chapter 11: Introduction to Stochastic Programming Applications Horand I. Gassmann, Sandra L. Schwartz, SteinW.Wallace, and William T. Ziemba Chapter 12: Fleet Management, Warren B. Powell and Huseyin Topaloglu; Chapter 13: Modeling Production Planning and Scheduling under Uncertainty, A. Alonso-Ayuso, L. F. Escudero, and M. T. Ortuño; Chapter 14: A Supply Chain Optimization Model for the Norwegian Meat Cooperative, A. Tomasgard and E. Høeg; Chapter 15: Melt Control: Charge Optimization via Stochastic Programming, Jitka Dupaˇcová and Pavel Popela; Chapter 16: A Stochastic Programming Model for Network Resource Utilization in the Presence of Multiclass Demand Uncertainty, Julia L. Higle and Suvrajeet Sen; Chapter 17: Stochastic Optimization and Yacht Racing, A. B. Philpott; Chapter 18: Stochastic Approximation, Momentum, and Nash Play, H. Berglann and S. D. FlÃ¥m; Chapter 19: Stochastic Optimization for Lake Eutrophication Management, Alan J. King, László Somlyódy, and Roger J

Book Description
This is the first book devoted to the full scale of applications of stochastic programming and also the first to provide access to publicly available algorithmic systems. The 32 contributed papers are written by leading stochastic programming specialists and reflect recent advanced research on algorithms and applications.

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Saturday, June 27, 2009

Algorithmic Adventures: From Knowledge to Magic


Juraj Hromkovic, "Algorithmic Adventures: From Knowledge to Magic"
Springer | 2009 | ISBN: 3540859853 | 336 pages | PDF | 4 MB

There is a considerable, satisfying and underappreciated depth in the science of computing, it offers so much more than simply a driving licence for using a computer. The author of this book is a top researcher working on the fundamentals of informatics, and he has considerable experience teaching complex subjects in a simple manner. In this book he invites the reader to explore the science of computing, convinced that a good explanation of even the most basic techniques can demonstrate the power and magic of the underlying principles.

The author starts with the development of computer science, algorithms and programming, and then explains and shows how to exploit the concepts of infinity, computability, computational complexity, nondeterminism and randomness. Finally, he offers some insight into emerging computing paradigms such as biological computing and quantum computing.

This book is a fascinating read for students of all levels, and for those curious to learn about the science and magic of algorithmics and its role in other scientific disciplines.

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Thursday, June 25, 2009

Problems on Algorithms,2 Ed


Jan Parberry, "Problems on Algorithms,2 Ed"
Dover Publications | 2007 | ISBN: 0486458717 | PDF | 272 pages | 2,1 MB

Too often the problem sets in standard algorithm texts are composed of small, idiosyncratic units of busy-work and irrelevant questions -- forcing instructors into the time-consuming task of finding or composing additional problems. Designed to fill that gap, this supplement provides an extensive and varied collection of useful, practical problems on the design, analysis, and verification of algorithms.

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Fethi A. Rabhi, Guy Lapalme, “Algorithms: A Functional Programming Approach”

Algorithms: A Functional Programming Approach

Fethi A. Rabhi, Guy Lapalme, "Algorithms: A Functional Programming Approach"
Addison Wesley | 1999 | ISBN: 0201596040 | 256 pages | PDF | 2,3 MB

The design of algorithms for problem-solving lies at the heart of computer science. Concise yet authoritative, Algorithms: A Functional Programming Approach teaches the skills needed to master this essential subject. The authors challenge more traditional methods of teaching algorithms by using a functional programming context, with Haskell as the implementation language. This leads to smaller, clearer and more elegant programs which enable the programmer to understand the algorithm itself more quickly and to use that understanding to explore alternative solutions.

Placing the emphasis on program development rather than the mathematical properties of algorithms, the book uses a succession of practical programming examples to develop in the reader problem-solving skills which can be easily transferred to other language paradigms. Key features of this innovative text include: Unmatched collection of functional programming algorithms A wealth of practical examples, bringing the algorithms into clear focus. For computer science students taking algorithms and/or functional programming courses, Algorithms: A Functional Programming Approach represents the ideal textbook. It is also an invaluable reference source of functional programs for practitioners.
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Introduction to Algorithms 2nd Edition(Hardcover) [Rapidshare]
















There are books on algorithms that are rigorous but incomplete and others that cover masses of material but lack rigor. Introduction to Algorithms combines rigor and comprehensiveness. The book covers a broad range of algorithms in depth, yet makes their design and analysis accessible to all levels of readers. Each chapter is relatively self-contained and can be used as a unit of study. The algorithms are described in English and in a pseudocode designed to be readable by anyone who has done a little programming. The explanations have been kept elementary without sacrificing depth of coverage or mathematical rigor. The first edition became the standard reference for professionals and a widely used text in universities worldwide. The second edition features new chapters on the role of algorithms, probabilistic analysis and randomized algorithms, and linear programming, as well as extensive revisions to virtually every section of the book. In a subtle but important change, loop invariants are introduced early and used throughout the text to prove algorithm correctness. Without changing the mathematical and analytic focus, the authors have moved much of the mathematical foundations material from Part I to an appendix and have included additional motivational material at the beginning.

Product Details

  • Hardcover: 1184 pages
  • Publisher: The MIT Press; 2nd edition (September 1, 2001)
  • Language: English
  • ISBN-10: 0262032937
  • ISBN-13: 978-0262032933
  • Product Dimensions: 9.1 x 8.1 x 2 inches
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