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Robert Sedgewick - Computer Science: An Interdisciplinary Approach

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Named a Notable Book in the 21st Annual Best of Computing list by the ACM!

Robert Sedgewick and Kevin Waynes Computer Science: An Interdisciplinary Approach is the ideal modern introduction to computer science with Java programming for both students and professionals. Taking a broad, applications-based approach, Sedgewick and Wayne teach through important examples from science, mathematics, engineering, finance, and commercial computing.

The book demystifies computation, explains its intellectual underpinnings, and covers the essential elements of programming and computational problem solving in todays environments. The authors begin by introducing basic programming elements such as variables, conditionals, loops, arrays, and I/O. Next, they turn to functions, introducing key modular programming concepts, including components and reuse. They present a modern introduction to object-oriented programming, covering current programming paradigms and approaches to data abstraction.

Building on this foundation, Sedgewick and Wayne widen their focus to the broader discipline of computer science. They introduce classical sorting and searching algorithms, fundamental data structures and their application, and scientific techniques for assessing an implementations performance. Using abstract models, readers learn to answer basic questions about computation, gaining insight for practical application. Finally, the authors show how machine architecture links the theory of computing to real computers, and to the fields history and evolution.

For each concept, the authors present all the information readers need to build confidence, together with examples that solve intriguing problems. Each chapter contains question-and-answer sections, self-study drills, and challenging problems that demand creative solutions.

Companion web site (introcs.cs.princeton.edu/java) contains

  • Extensive supplementary information, including suggested approaches to programming assignments, checklists, and FAQs
  • Graphics and sound libraries
  • Links to program code and test data
  • Solutions to selected exercises
  • Chapter summaries
  • Detailed instructions for installing a Java programming environment
  • Detailed problem sets and projects

Companion 20-part series of video lectures is available at informit.com/title/9780134493831

Robert Sedgewick: author's other books


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Computer Science: An Interdisciplinary Approach — read online for free the complete book (whole text) full work

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Contents
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About This E-Book

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Computer Science

An Interdisciplinary Approach

Robert Sedgewick
Kevin Wayne

Princeton University

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Boston Columbus Indianapolis New York San Francisco Amsterdam Cape Town
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Many of the designations used by manufacturers and sellers to distinguish their products are claimed as trademarks. Where those designations appear in this book, and the publisher was aware of a trademark claim, the designations have been printed with initial capital letters or in all capitals.

The authors and publisher have taken care in the preparation of this book, but make no expressed or implied warranty of any kind and assume no responsibility for errors or omissions. No liability is assumed for incidental or consequential damages in connection with or arising out of the use of the information or programs contained herein.

For information about buying this title in bulk quantities, or for special sales opportunities (which may include electronic versions; custom cover designs; and content particular to your business, training goals, marketing focus, or branding interests), please contact our corporate sales department at or (800) 382-3419.

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Visit us on the Web: informit.com/aw

Library of Congress Control Number: 2016936496

Copyright 2017 Pearson Education, Inc.

All rights reserved. Printed in the United States of America. This publication is protected by copyright, and permission must be obtained from the publisher prior to any prohibited reproduction, storage in a retrieval system, or transmission in any form or by any means, electronic, mechanical, photocopying, recording, or likewise. For information regarding permissions, request forms, and the appropriate contacts within the Pearson Education Global Rights & Permissions Department, please visit www.pearsoned.com/permissions/.

ISBN-13: 978-0-13-407642-3
ISBN-10: 0-13-407642-7

Text printed in the United States on recycled paper at RR Donnelley in Crawfordsville, Indiana. First printing, June 2016

______________________________

To Adam, Andrew, Brett, Robbie ,
Henry, Iona, Rose, Peter ,
and especially Linda

______________________________

______________________________

To Jackie, Alex, and Michael

______________________________

Programs
Circuits
Preface

The basis for education in the last millennium was reading, writing, and arithmetic; now it is reading, writing, and computing . Learning to program is an essential part of the education of every student in the sciences and engineering. Beyond direct applications, it is the first step in understanding the nature of computer sciences undeniable impact on the modern world. This book aims to teach programming to those who need or want to learn it, in a scientific context.

Our primary goal is to empower students by supplying the experience and basic tools necessary to use computation effectively. Our approach is to teach students that composing a program is a natural, satisfying, and creative experience. We progressively introduce essential concepts, embrace classic applications from applied mathematics and the sciences to illustrate the concepts, and provide opportunities for students to write programs to solve engaging problems. We seek also to demystify computation for students and to build awareness about the substantial intellectual underpinnings of the field of computer science.

We use the Java programming language for all of the programs in this book. The first part of the book teaches basic skills for computational problem solving that are applicable in many modern computing environments, and it is a self-contained treatment intended for people with no previous experience in programming. It is about fundamental concepts in programming , not Java per se. The second part of the book demonstrates that there is much more to computer science than programming, but we do often use Java programs to help communicate the main ideas.

This book is an interdisciplinary approach to the traditional CS1 curriculum, in that we highlight the role of computing in other disciplines, from materials science to genomics to astrophysics to network systems. This approach reinforces for students the essential idea that mathematics, science, engineering, and computing are intertwined in the modern world. While it is a CS1 textbook designed for any first-year college student, the book also can be used for self-study.

Coverage

The first part of the book is organized around three stages of learning to program: basic elements, functions, object-oriented programming, and algorithms. We provide the basic information that readers need to build confidence in composing programs at each level before moving to the next level. An essential feature of our approach is the use of example programs that solve intriguing problems, supported with exercises ranging from self-study drills to challenging problems that call for creative solutions.

Elements of programming include variables, assignment statements, built-in types of data, flow of control, arrays, and input/output, including graphics and sound.

Functions and modules are the students first exposure to modular programming. We build upon students familiarity with mathematical functions to introduce Java functions, and then consider the implications of programming with functions, including libraries of functions and recursion. We stress the fundamental idea of dividing a program into components that can be independently debugged, maintained, and reused.

Object-oriented programming is our introduction to data abstraction. We emphasize the concept of a data type and its implementation using Javas class mechanism. We teach students how to use , create , and design data types. Modularity, encapsulation, and other modern programming paradigms are the central concepts of this stage.

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