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Top computer-science books mentioned on stackoverflow.com

Design Patterns

Ralph Johnson, Erich Gamma, John Vlissides, Richard Helm

Capturing a wealth of experience about the design of object-oriented software, four top-notch designers present a catalog of simple and succinct solutions to commonly occurring design problems. Previously undocumented, these 23 patterns allow designers to create more flexible, elegant, and ultimately reusable designs without having to rediscover the design solutions themselves. The authors begin by describing what patterns are and how they can help you design object-oriented software. They then go on to systematically name, explain, evaluate, and catalog recurring designs in object-oriented systems. With Design Patterns as your guide, you will learn how these important patterns fit into the software development process, and how you can leverage them to solve your own design problems most efficiently. Each pattern describes the circumstances in which it is applicable, when it can be applied in view of other design constraints, and the consequences and trade-offs of using the pattern within a larger design. All patterns are compiled from real systems and are based on real-world examples. Each pattern also includes code that demonstrates how it may be implemented in object-oriented programming languages like C++ or Smalltalk. 0201633612B07092001

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Code Complete

Steve McConnell

Features the best practices in the art and science of constructing software--topics include design, applying good techniques to construction, eliminating errors, planning, managing construction activities, and relating personal character to superior software. Original. (Intermediate)

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Introduction to Algorithms, 3rd Edition

Thomas H. Cormen

Some books on algorithms are rigorous but incomplete; others cover masses of material but lack rigor. Introduction to Algorithms uniquely 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 a widely used text in universities worldwide as well as the standard reference for professionals. The second edition featured new chapters on the role of algorithms, probabilistic analysis and randomized algorithms, and linear programming. The third edition has been revised and updated throughout. It includes two completely new chapters, on van Emde Boas trees and multithreaded algorithms, substantial additions to the chapter on recurrence (now called "Divide-and-Conquer"), and an appendix on matrices. It features improved treatment of dynamic programming and greedy algorithms and a new notion of edge-based flow in the material on flow networks. Many new exercises and problems have been added for this edition. As of the third edition, this textbook is published exclusively by the MIT Press.

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Compilers

Alfred V. Aho

Compilers: Principles, Techniques and Tools, known to professors, students, and developers worldwide as the "Dragon Book," is available in a new edition. Every chapter has been completely revised to reflect developments in software engineering, programming languages, and computer architecture that have occurred since 1986, when the last edition published. The authors, recognizing that few readers will ever go on to construct a compiler, retain their focus on the broader set of problems faced in software design and software development.

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Purely Functional Data Structures

Chris Okasaki

This book describes data structures and data structure design techniques for functional languages.

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Introduction To Algorithms

Thomas H Cormen, Charles E Leiserson, Ronald L Rivest, Clifford Stein

An extensively revised edition of a mathematically rigorous yet accessible introduction to algorithms.

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Applying UML and Patterns

Craig Larman

This third edition again delivers a clear path for students and professionals to learn and apply object-oriented analysis and design.

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Programming Pearls

Jon Louis Bentley

A guide to practical programming techniques and design principles, with information on such topics as testing, debugging and timing, set representations, and string problems.

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The Algorithm Design Manual

Steven S. Skiena

Expanding on the highly successful formula of the first edition, this book now serves as the primary textbook of choice for any algorithm design course while maintaining its status as the premier practical reference guide to algorithms.

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Concrete Mathematics

Ronald L. Graham, Donald Ervin Knuth, Oren Patashnik

This book, updated and improved, introduces the mathematics that supports advanced computer programming and the analysis of algorithms. The primary aim of its well-known authors is to provide a solid and relevant base of mathematical skills--the skills needed to solve complex problems, to evaluate horrendous-looking sums, to solve complex recurrence relations, and to discover subtle patterns in data. It is an indispensable text and reference, not only for computer scientists but for all technical professionals in virtually every discipline.

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The Algorithm Design Manual: Text

Steven S. Skiena

This volume helps take some of the "mystery" out of identifying and dealing with key algorithms. Drawing heavily on the author's own real-world experiences, the book stresses design and analysis. Coverage is divided into two parts, the first being a general guide to techniques for the design and analysis of computer algorithms. The second is a reference section, which includes a catalog of the 75 most important algorithmic problems. By browsing this catalog, readers can quickly identify what the problem they have encountered is called, what is known about it, and how they should proceed if they need to solve it. This book is ideal for the working professional who uses algorithms on a daily basis and has need for a handy reference. This work can also readily be used in an upper-division course or as a student reference guide.THE ALGORITHM DESIGN MANUAL comes with a CD-ROM that contains:* a complete hypertext version of the full printed book.* the source code and URLs for all cited implementations.* over 30 hours of audio lectures on the design and analysis of algorithms are provided, all keyed to on-line lecture notes.

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Modern Operating Systems

Andrew S. Tanenbaum

The widely anticipated revision of this worldwide best-seller incorporates the latest developments in operating systems technologies. The Third Edition includes up-to-date materials on relevant operating systems such as Linux, Windows, and embedded real-time and multimedia systems. Includes new and updated coverage of multimedia operating systems, multiprocessors, virtual machines, and antivirus software. Covers internal workings of Windows Vista (Ch. 11); unique even for current publications. Provides information on current research based Tanenbaum's experiences as an operating systems researcher. A useful reference for programmers.

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Algorithms

Robert Sedgewick, Kevin Daniel Wayne

The standard algorithm guide for working programmers -- now fully updated, broadened, and available again in a popular single-volume format • •The #1 practical resource for everyone seeking to run programs faster or solve larger problems. •Surveys today's most useful algorithms, with copious illustrations and examples. •Contains many new examples, ranging from physics, biology, and engineering to data compression and web search. •Contains real (not psuedocode) implementations, with detailed performance insights. Robert Sedgewick's Algorithm's has long been the definitive practical guide to using algorithms: the book that professionals and students in programming, science, and engineering rely on to solve real-world problems. Now, Sedgewick has thoroughly updated this classic to reflect today's latest, most powerful algorithms - and we've returned to the popular single-volume format our readers have been asking for. Sedgewick brings together an indispensable body of knowledge for improving computer performance and solving larger problems. In this edition, he adds: • •Many powerful new algorithms. •A broader perspective with more science and engineering applications. •New illustrations and examples throughout. •An attractive new two-color design, and more The algorithms Sedgewick presents are crucial in areas ranging from physics simulation to genetic sequencing, architectural modeling to aircraft simulation, database management to Internet search. He covers abstract data types, sorting algorithms, searching algorithms, graph processing, string processing, and geometric algorithms. Algorithms provides all the information readers need to confidently implement, debug, and apply each algorithm in any computational environment. For each, Sedgewick presents real implementations, as well as detailed insights into performance. All examples are written in Java, in a style that can be rapidly and easily translated to other languages.

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Eloquent Ruby

Russ Olsen

Presents information on writing Ruby code, covering such topics as control structures, strings, expressions, building methods, classes, and domain specific languages.

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Advanced Programming in the UNIX Environment

W. Richard Stevens, Stephen A. Rago

The revision of the definitive guide to Unix system programming is now available in a more portable format.

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Artificial Intelligence

Stuart Jonathan Russell, Peter Norvig

Artificial intelligence: A Modern Approach, 3e,is ideal for one or two-semester, undergraduate or graduate-level courses in Artificial Intelligence. It is also a valuable resource for computer professionals, linguists, and cognitive scientists interested in artificial intelligence. The revision of this best-selling text offers the most comprehensive, up-to-date introduction to the theory and practice of artificial intelligence.

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Project retrospectives

Norman L. Kerth

Use Team-Based Review Sessions to Maximize What You Learn from Each Project With detailed scenarios, imaginative illustrations, and step-by-step instructions, consultant and speaker Norman L. Kerth guides readers through productive, empowering retrospectives of project performance. Whether your shop calls them postmortems or postpartums or something else, project retrospectives offer organizations a formal method for preserving the valuable lessons learned from the successes and failures of every project. These lessons and the changes identified by the community will foster stronger teams and savings on subsequent efforts. For a retrospective to be effective and successful, though, it needs to be safe. Kerth shows facilitators and participants how to defeat the fear of retribution and establish an air of mutual trust. One tool is Kerth's Prime Directive: Regardless of what we discover, we must understand and truly believe that everyone did the best job he or she could, given what was known at the time, his or her skills and abilities, the resources available, and the situation at hand. Applying years of experience as a project retrospective facilitator for software organizations, Kerth reveals his secrets for managing the sensitive, often emotionally charged issues that arise as teams relive and learn from each project. Don't move on to your next project without consulting and using this readable, practical handbook. Each member of your team will be better prepared for the next deadline.

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Object-oriented Analysis and Design with Applications

The long-awaited revision of THE book on learning proper OO analysis and design, from UML founder Grady Booch is back!

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The C# Programming Language

Anders Hejlsberg, Mads Torgersen, Scott Wiltamuth

The definitive reference to the C# Programming Language, updated for the new version 4.0, direct from its creator, Anders Hejlsberg * *New to this edition - all code presented in full color. *Contains insightful, valuable annotations from twelve leading C# programmers, available nowhere else. *C# has become the most widely used language for Windows development. *Anders Hejlsberg is the creator of C#, and a true legend among programmers. C# is now firmly established as the most-used language when writing applications for Windows and the Microsoft platform. Written by the language's architect, Anders Hejlsberg, and design team members, and now updated for C# 4.0, The C# Programming Language, 4/e, is the definitive technical reference for C#. It provides the most complete specification of the languages, along with descriptions, reference materials, and code samples from the C# design team. This edition also adds valuable notes, comments, and tips from twelve of the world's top C# programmers, including Bill Wagner, Chris Sells, Jesse Liberty, and Brad Abrams. It has been brought fully up to date with the new features of C# 4.0. And new to this edition, all the code will be presented in full color, so that it appears in the book exactly as it appears on screen. This book is a must-have for any developer using C# on a regular basis.

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The Mythical Man-month

Frederick Phillips Brooks

No book on software project management has been as influential and timeless as The Mythical Man-Month. Blending software engineering facts with thought-provoking personal opinions, author Fred Brooks offers insight into managing the development of complex computer systems. In this twentieth anniversary edition, the original text is accompanied by Fred Brooks' current advice and thoughts based on the newest developments in the computer industry. In four added chapters, including his 1986 article, No Silver Bullet, Brooks asks whether there is yet a silver bullet for software productivity and gives his latest opinions on the mythical man-month.

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An Introduction to Database Systems

C. J. Date

This book provides a comprehensive introduction to the large field of database systems through a solid grounding in the foundations of database technology.

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Language Implementation Patterns

Terence Parr

A guide to language implementation covers such topics as data readers, model-driven code generators, source-to-source translators, and source analyzers.

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Introduction to the Theory of Computation

Michael Sipser

This highly anticipated revision builds upon the strengths of the previous edition. Sipser's candid, crystal-clear style allows students at every level to understand and enjoy this field. Important Notice: Media content referenced within the product description or the product text may not be available in the ebook version.

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LISP in Small Pieces

Christian Queinnec

This will become the new standard reference for people wanting to know about the Lisp family of languages.

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Multiple View Geometry in Computer Vision

Richard Hartley, Andrew Zisserman

A basic problem in computer vision is to understand the structure of a real world scene given several images of it. Techniques for solving this problem are taken from projective geometry and photogrammetry. Here, the authors cover the geometric principles and their algebraic representation in terms of camera projection matrices, the fundamental matrix and the trifocal tensor. The theory and methods of computation of these entities are discussed with real examples, as is their use in the reconstruction of scenes from multiple images. The new edition features an extended introduction covering the key ideas in the book (which itself has been updated with additional examples and appendices) and significant new results which have appeared since the first edition. Comprehensive background material is provided, so readers familiar with linear algebra and basic numerical methods can understand the projective geometry and estimation algorithms presented, and implement the algorithms directly from the book.

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Artificial Intelligence

Stuart Jonathan Russell, Peter Norvig

Presents a guide to artificial intelligence, covering such topics as intelligent agents, problem-solving, logical agents, planning, uncertainty, learning, and robotics.

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Elements of Programming

Alexander A. Stepanov, Paul McJones

New techniques for building more secure, reliable, high-performance software, from the renowned creator of the C++ STL • • A truly foundational book on the discipline of generic programming: how to write better software by mastering the development of abstract components. • Based on Alexander Stepanov's breakthrough lectures to programmers at Adobe and throughout Silicon Valley. • For serious software developers, architects, and engineers, the perfect complement to Knuth's theory and Stoustrup's practice. Elements of Programming is the next breakthrough book for serious practitioners seeking ways to write better software. In this book, Alexander Stepanov - the legendary architect and creator of the C++ Standard Template Libraries - focuses on the discipline that offers the greatest potential for improving contemporary software: the proper development of abstract components. Drawing on his enormously popular lectures to programmers at Adobe and throughout Silicon Valley, Stepanov illuminates crucial techniques of generic programming, specifically focusing on abstraction as the key to secure, reliable, and high-performance software. Together with co-author and ACM Fellow Paul McJones, Stepanov shows programmers how to use mathematics to compose reliable algorithms from components, and to design effective interfaces between algorithms and data structures. Topics covered in Elements of Programming include: transformations, associative operations, linear orderings, ordered algebraic structures, iterators, coordinates and coordinate structures, copying algorithms, rearrangement, sorting, and much more. This book requires an understanding of mathematics, but is consistently focused on identifying superior solutions to practical programming problems. Stepanov and McJones illuminate their concepts and techniques with C++ code, but the techniques are equally applicable to a wide range of contemporary object-oriented languages.

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Object Thinking

David West

In OBJECT THINKING, esteemed object technologist David West contends that the mindset makes the programmer--not the tools and techniques. Delving into the history, philosophy, and even politics of object-oriented programming, West reveals how the best programmers rely on analysis and conceptualization--on thinking--rather than formal process and methods. Both provocative and pragmatic, this book gives form to what's primarily been an oral tradition among the field's revolutionary thinkers--and it illustrates specific object-behavior practices that you can adopt for true object design and superior results. Gain an in-depth understanding of: Prerequisites and principles of object thinking. Object knowledge implicit in eXtreme Programming (XP) and Agile software development. Object conceptualization and modeling. Metaphors, vocabulary, and design for object development. Learn viable techniques for: Decomposing complex domains in terms of objects. Identifying object relationships, interactions, and constraints. Relating object behavior to internal structure and implementation design. Incorporating object thinking into XP and Agile practice.

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Structure and Interpretation of Computer Programs

Harold Abelson

Structure and Interpretation of Computer Programs has had a dramatic impact on computer science curricula over the past decade. This long-awaited revision contains changes throughout the text. There are new implementations of most of the major programming systems in the book, including the interpreters and compilers, and the authors have incorporated many small changes that reflect their experience teaching the course at MIT since the first edition was published. A new theme has been introduced that emphasizes the central role played by different approaches to dealing with time in computational models: objects with state, concurrent programming, functional programming and lazy evaluation, and nondeterministic programming. There are new example sections on higher-order procedures in graphics and on applications of stream processing in numerical programming, and many new exercises. In addition, all the programs have been reworked to run in any Scheme implementation that adheres to the IEEE standard.

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Computer Systems

Randal E. Bryant, David R. O'Hallaron

For Computer Systems, Computer Organization and Architecture courses in CS, EE, and ECE departments. Few students studying computer science or computer engineering will ever have the opportunity to build a computer system. On the other hand, most students will be required to use and program computers on a near daily basis. Computer Systems: A Programmer’s Perspective introduces the important and enduring concepts that underlie computer systems by showing how these ideas affect the correctness, performance, and utility of application programs. The text's hands-on approach (including a comprehensive set of labs) helps students understand the “under-the-hood” operation of a modern computer system and prepares them for future courses in systems topics such as compilers, computer architecture, operating systems, and networking. Visit the CSS:AP web page http://csapp.cs.cmu.edu for more information and resources.

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