Data Structures and Algorithms in C++

* Provides a comprehensive introduction to data structures and algorithms, including their design, analysis, and implementation * Each data structure is presented using ADTs and their respective implementations * Helps provide an understanding of the wide spectrum of skills ranging from sound algorithm and data structure design to efficient implementation and coding of these designs in C++ Wiley Higher Education

Preface

ix

Basic C++ Programming

1

(60)

Basic C++ Programming Elements

3

(14)

Expressions

17

(7)

Control Flow

24

(4)

Functions

28

(5)

Classes

33

(13)

C++ Program and File Organization

46

(6)

Writing a C++ Program

52

(5)

Exercises

57

(4)

Object-Oriented Design

61

(46)

Goals and Principles

63

(6)

Inheritance and Polymorphism

69

(20)

Templates

89

(3)

Exceptions

92

(5)

Recursion and Other Design Patterns

97

(6)

Exercises

103

(4)

Analysis Tools

107

(36)

Running Time and Pseudo-Code

109

(4)

A Quick Mathematical Review

113

(3)

Justification Techniques*

116

(4)

Analysis of Algorithms

120

(3)

Asymptotic Notation

123

(6)

Asymptotic Analysis

129

(6)

Exercises

135

(8)

Stacks, Queues, and Recursion

143

(60)

Using Recursion

145

(11)

Stacks

156

(13)

Queues

169

(7)

Linked Lists

176

(7)

Double-Ended Queues

183

(7)

Sample Case Study Application

190

(6)

Exercises

196

(7)

Vectors, Lists, and Sequences

203

(50)

Vectors

205

(10)

Lists

215

(13)

Sequences

228

(7)

Case Study: Bubble-Sort on a Sequence

235

(3)

Iterators

238

(4)

A Hierarchy of Sequence ADTs

242

(3)

Exercises

245

(8)

Trees

253

(58)

The Tree Abstract Data Type

255

(7)

Basic Algorithms on Trees

262

(11)

Binary Trees

273

(16)

Data Structures for Representing Trees

289

(12)

Exercises

301

(10)

Priority Queues

311

(52)

The Priority Queue Abstract Data Type

313

(10)

Implementing a Priority Queue with a Sequence

323

(7)

Heaps

330

(19)

The Locator Design Pattern

349

(8)

Exercises

357

(6)

Dictionaries

363

(48)

The Dictionary Abstract Data Type

365

(6)

Hash Tables

371

(17)

Ordered Dictionaries

388

(6)

Skip Lists

394

(9)

Locator-Based Dictionary Functions *

403

(2)

Exercises

405

(6)

Search Trees

411

(72)

Binary Search Trees

414

(12)

AVL Trees

426

(11)

Multi-Way Search Trees

437

(4)

(2,4) Trees

441

(8)

Red-Black Trees

449

(19)

Locator-Based Search Trees *

468

(2)

External Searching *

470

(5)

Exercises

475

(8)

Sorting, Sets, and Selection

483

(50)

Merge-Sort

485

(13)

The Set ADT

498

(6)

Quick-Sort

504

(11)

A Lower Bound on Comparison-Based Sorting

515

(2)

Bucket-Sort and Radix-Sort

517

(3)

Comparison of Sorting Algorithms

520

(2)

Selection

522

(4)

Exercises

526

(7)

Text Processing

533

(42)

String Operations

535

(3)

Pattern Matching Algorithms

538

(12)

Tries

550

(11)

Text Compression

561

(3)

Text Similarity Testing

564

(5)

Exercises

569

(6)

Graphs

575

(82)

The Graph Abstract Data Type

577

(8)

Data Structures for Graphs

585

(10)

Graph Traversal

595

(16)

Directed Graphs

611

(14)

Weighted Graphs

625

(1)

Shortest Paths

626

(11)

Minimum Spanning Trees

637

(10)

Exercises

647

(10)

A Useful Mathematical Facts

657

(8)

Bibliography

665

(6)

Index

671

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Data Structures and Algorithms in C++

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Table of Contents

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