Data Structures Outside-In with Java

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ISBN: 9780131986190 | 0131986198
Cover: Paperback
Copyright: 11/10/2006

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This innovative new book encourages readers to utilize the "Outside-In" approach to learning the use, design and implementation of data structures. The author introduces every data structure by first narrating its properties and use in applications (the "outside" view). This provides a clear introduction to data structures with realistic context where it is used. Venugopal then details how to build data structures (the "inside" view); readers learn how to evaluate usability, flexibility, extensibility, and performance in designing and implementing classic data structures.

Preface

List of Class Files

Object-Oriented Programming in Java

(87)

Objects and Encapsulation

(1)

Objects

(1)

Lifetime, State, and Messages

(1)

Clients of an Object

(1)

Separation of Interface from Implementation

(1)

Classes

(10)

State and Behavior

(1)

Method Overloading

(1)

Object Creation, Constructors, Garbage Collection

(3)

Method Invocation

(1)

Static Fields and Methods

(3)

Object References

(1)

Inheritance

(5)

Superclass and Subclass

(2)

Inherited and Specialized Fields

(1)

Constructors

(1)

Object Creation

(1)

Inherited and Specialized Methods

(1)

Method Overriding

(1)

The Object Class

(4)

The equals Method

(2)

The toString Method

(1)

The clone Method

(1)

Exceptions

(18)

Interpreting an Exception Message

(3)

Homegrown Error Handling

(5)

Throwing an Exception

(2)

Catching an Exception

(5)

Exception Class

(2)

Input and Output

(8)

Terminal-Driven IO

(2)

File-Based IO

(4)

String Tokenizing

(2)

Writing an Exception Class

(1)

Class Packages

(7)

Java Packages

(1)

Organizing Packages

(4)

Name Conflict Resolution

(1)

Access Control

(2)

Private Access

(1)

Package Access

(1)

Protected Access

(1)

Public Access

(1)

An Example

(1)

Polymorphism

(5)

Polymorphic Reference

(1)

Casting up the Class Hierarchy

(1)

Casting Down the Class Hierarchy

(1)

The instanceof Operator

(1)

Abstract Classes

(2)

Abstract Class Shape

(1)

Abstract Class Properties

(1)

A Game Park Example

(3)

Interfaces

(3)

The Java interface Construct

(1)

Implementing an Interface

(1)

Interface as a Type

(1)

The Need for Interfaces

(2)

Extending Interfaces

(1)

Generics

(10)

Using java.util.ArrayList for Collections

(1)

The java.util.ArrayList Public Interface

(1)

Implementing a Generic Class

(1)

Implementing a Generic Interface

(3)

Static Template Methods

(2)

Summary

(2)

Exercises

(2)

Programming Problems

(4)

The Big Picture

(11)

What Are Data Structures?

(1)

What Data Structures Do We Study?

(3)

What Are Abstract Data Types?

(2)

Why OOP and Java for Data Structures?

(2)

How Do I choose the Right Data Structures?

(3)

Efficiency of Algorithms

(20)

Polynomial Arithmetic: A Running Example

(2)

Basic Operations

101

(2)

Input Size

103

(1)

Asymptotic Growth of Functions

104

(2)

Order and Big Oh

106

(6)

Typical Running-Time Orders

108

(2)

Multi-Variable Order

110

(1)

Relative Order

111

(1)

Order Arithmetic

112

(1)

Worst-Case and Average

112

(3)

Summary

115

(1)

Exercises

116

(3)

Unordered List

119

(40)

Unordered List Properties

120

(1)

Sequential Search

121

(4)

Average Case Analysis

122

(2)

Rearranging Data Based on Search Patterns

124

(1)

A List Class

125

(2)

An ExpenseList Class Using List

127

(10)

Expense Class Interface

128

(1)

Expense Class

128

(2)

ExpenseList Class Interface

130

(1)

ExpenseList Class Implementation

131

(2)

Equality of Objects and Searching

133

(4)

Linked List

137

(8)

Node

138

(1)

Insertion

139

(1)

Deletion

140

(1)

Access

141

(1)

Circular Linked List

142

(3)

A LinkedList Class

145

(5)

List Class Implementation

150

(2)

Summary

152

(1)

Exercises

153

(2)

Programming Problems

155

(4)

Ordered List

159

(30)

Introduction

160

(1)

Binary Search

161

(3)

Divide in Half

161

(1)

Algorithm

162

(2)

Ordering: Interface java.lang.Comparable

164

(2)

An OrderedList Class

166

(4)

Merging Ordered Lists

170

(4)

Two-Finger Merge Algorithm

171

(3)

List Consolidation Using OrderedList

174

(5)

Merger: A Utility Class

175

(2)

A Consolidation Class

177

(2)

OrderedList Class Implementation

179

(3)

Summary

182

(1)

Exercises

183

(4)

Programming Problems

187

(2)

Queue

189

(18)

Queue Properties

189

(2)

UNIX Print Queue

191

(1)

A Queue Class

192

(1)

A PrintQueue Class Using Queue

193

(5)

Queue Class Implementation

198

(5)

Design 1: Using Array-Based Storage

198

(3)

Design 2: Using LinkedList

201

(2)

Summary

203

(1)

Exercises

203

(2)

Programming Problems

205

(2)

Stack

207

(22)

Stack Properties

207

(1)

Stack Applications

208

(5)

Parentheses Matching

209

(1)

Postfix Expression Evaluation

209

(3)

Infix to Postfix Conversion

212

(1)

A Stack Class

213

(1)

A Postfix Expression Evaluation Package

213

(9)

Class PostfixEvaluator

214

(2)

Class StatusKeeper

216

(1)

Class StackKeeper

217

(2)

Class PostfixEvaluator Implementation

219

(3)

Stack Class Implementation

222

(2)

Design 1: Array List for Storage

222

(1)

Design 2: Linked List for Storage

222

(2)

Summary

224

(1)

Exercises

224

(2)

Programming Problems

226

(3)

Recursion

229

(25)

Recursive Definitions

230

(4)

List

230

(2)

Ordered List

232

(1)

Factorial Function

232

(1)

Fibonacci Sequence

233

(1)

Recursive Programs and Backing Out

234

(6)

Computing the Factorial

234

(3)

Computing the Fibonacci Sequence

237

(1)

Recursion with Linked Lists

237

(3)

Recursion on an Array: Binary Search

240

(1)

Towers of Hanoi: An Application

241

(3)

A Recursive Definition

241

(3)

A Recursive Program

244

(1)

Recursion and Stacks

244

(2)

Drawbacks of Recursion

246

(1)

Tail Recursion

246

(3)

Summary

249

(1)

Exercises

249

(2)

Programming Problems

251

(3)

Binary Tree and General Tree

254

(47)

Binary Tree Properties

255

(6)

Components

255

(1)

Position as Meaning

256

(1)

Structure

257

(2)

Recursive Definitions

259

(2)

Binary Tree Traversals

261

(3)

A BinaryTree Class

264

(3)

Storing and Recreating a Binary Tree

267

(4)

Signature of a Binary Tree

268

(1)

Building a Binary Tree from its Signature

269

(2)

Huffman Coding

271

(11)

Statistical and Dictionary Coding

271

(1)

Algorithm

272

(2)

Average Code Length and Prefix Property

274

(1)

A Huffman Class Using BinaryTree

275

(7)

BinaryTree Class Implementation

282

(3)

Stack-Based Traversals

285

(2)

Inorder Traversal of Binary Tree

285

(2)

A Visitor Class

287

(1)

General Tree

287

(5)

Example: Hierarchy in a University

288

(1)

Example: UNIX Filesystem

288

(2)

Space Issues in Implementation

290

(1)

Correspondence with Binary Tree

290

(1)

Signature of General Tree

291

(1)

Summary

292

(2)

Exercises

294

(3)

Programming Problems

297

(4)

Binary Search Tree and AVL Tree

301

(46)

Comparison Tree

302

(4)

Search Time Using Comparison Tree

303

(2)

Height of Comparison Tree

305

(1)

Binary Search Tree Properties

306

(2)

Binary Search Tree Operations

308

(3)

308

(1)

Insert

308

(1)

Delete

308

(3)

A BinarySearchTree Class

311

(2)

Using Class BinarySearchTree

313

(3)

Example: Treesort

313

(1)

Example: Counting Keys

314

(2)

BinarySearchTree Class Implementation

316

(6)

Search Implementation

317

(1)

Insert Implementation

317

(1)

Delete Implementation

318

(3)

Convenience Methods and Traversals

321

(1)

AVL Tree

322

(16)

AVL Tree Structure

322

(2)

Search, Insert, Delete Overview

324

(1)

Rotation

324

(1)

Insertion

325

(3)

Deletion

328

(6)

Running Times of AVL Tree Operations

334

(1)

AVL Insert and Delete: Generalization

334

(4)

Binary Search: Average Number of Comparisons

338

(2)

Summary

340

(1)

Exercises

341

(3)

Programming Problems

344

(3)

Heap

347

(29)

Heap as Priority Queue

347

(1)

Heap Properties

348

(2)

Max and Min Heaps

349

(1)

Heap Operations

350

(2)

Insert

350

(1)

Delete

351

(1)

A Heap Class

352

(1)

Priority Scheduling with Heap

352

(10)

Overview

352

(3)

A Scheduling Package Using Heap

355

(7)

Sorting with the Heap Class

362

(1)

Example: Sorting Integers

362

(1)

Heap Class Implementation

363

(5)

Array Storage

363

(3)

Implementation Using ArrayList

366

(2)

Updatable Heap

368

(3)

Designing an Updatable Heap

368

(1)

Handles to Heap Entries

369

(1)

Shared Handle Array

369

(1)

Encapsulating Handles within a Heap

370

(1)

Recycling Free Handle Space

371

(1)

Summary

371

(1)

Exercises

372

(1)

Programming Problems

373

(3)

Hash Table

376

(20)

Motivation

376

(2)

Hashing

378

(1)

Collision Resolution

379

(5)

Linear Probing

380

(1)

Quadratic Probing

381

(1)

Chaining

382

(1)

Comparison of Running Times

383

(1)

The java.util.HashMap Class

384

(7)

Table and Load Factor

385

(1)

Storage of Entries

386

(1)

Adding an Entry

387

(2)

Rehashing

389

(2)

Searching

391

(1)

Quadratic Probing: Repetition of Probe Locations

391

(1)

Summary

392

(1)

Exercises

393

(1)

Programming Problems

394

(2)

Sorting

396

(27)

Insertion Sort

396

(4)

Sorting by Divide and Conquer

400

(8)

Quicksort

400

(6)

Mergesort

406

(2)

Heapsort

408

(4)

Building a Heap in Linear Time

409

(2)

Sorting a Heap

411

(1)

Radix Sort

412

(2)

Implementation: A Quicksort Class

414

(3)

Heap Build: Linear Running Time

417

(1)

Summary

418

(1)

Exercises

419

(2)

Programming Problems

421

(2)

Graphs I: Algorithms

423

(32)

Modeling Relationships Using Graphs

423

(6)

Undirected Graphs

424

(1)

Directed Graphs

425

(3)

Weighted Graphs

428

(1)

Graph Representation

429

(2)

Graph Traversals

431

(6)

Depth-First Search for Undirected Graphs

431

(2)

Breadth-First Search for Undirected Graphs

433

(1)

Traversal Driver

434

(2)

Traversals for Directed Graphs

436

(1)

Topological Sort on a Directed Graph

437

(5)

Partial and Total Order

437

(1)

Topological Numbering

438

(1)

Topological Sorting Using Depth-First Search

439

(2)

Topological Sorting Using Breadth-First Search

441

(1)

Connected Components of an Undirected Graph

442

(1)

Shortest Paths in a Weighted Directed Graph

443

(8)

Dijkstra's Single-Source Algorithm

443

(8)

Summary

451

(1)

Exercises

451

(4)

Graphs II: Implementation

455

(30)

A Directed Graph Class: DirGraph

456

(5)

Vertex Numbering

457

(1)

Neighbor Class

458

(1)

Exercising the DirGraph Class

459

(2)

An Undirected Graph Class: UndirGraph

461

(2)

A Depth-First Search Class: DFS

463

(4)

Design and Interface

463

(1)

Visitor Class

464

(1)

DFS Implementation

465

(2)

A Topological Sort Class: DFSTopsort

467

(2)

TopVisitor: Extending the Visitor Class

467

(1)

DFSTopsort Implementation

468

(1)

A Connected Components Class: DFSConncomp

469

(1)

ConnVisitor: Extending the Visitor Class

469

(1)

DFSConncomp Implementation

470

(1)

A Shortest-Paths Class: ShortestPaths

470

(6)

WeightedNeighbor: Extending the Neighbor Class

471

(1)

ShortestPaths Implementation

472

(4)

Graph Implementation

476

(6)

DirGraph Implementation

477

(3)

UndirGraph Class Implementation

480

(1)

Implementation of Weighted Graphs

481

(1)

Summary

482

(1)

Programming Problems

483

(2)

Index

485

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Data Structures Outside-In with Java

Summary

Table of Contents

Supplemental Materials

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Data Structures Outside-In with Java

Summary

Table of Contents

Supplemental Materials

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