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Data Structures and Problem Solving Using Java Mark A. Weiss

Data Structures and Problem Solving Using Java von Mark A. Weiss

Data Structures and Problem Solving Using Java Mark A. Weiss


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Zusammenfassung

Provides a practical introduction to data structures from a viewpoint of abstract thinking and problem solving, as well as the use of Java. This title is suitable for readers who are familiar with basic Java programming concepts or are new to the language and want to learn how it treats data structures concepts.

Data Structures and Problem Solving Using Java Zusammenfassung

Data Structures and Problem Solving Using Java: International Edition Mark A. Weiss

This book provides a practical introduction to data structures from a viewpoint of abstract thinking and problem solving, as well as the use of Java. It does this through what remains a unique approach that clearly separates each data structure's interface (how to use a data structure) from it's implementation (how to actually program that structure) into different parts of the book. Part I (Tour of Java), Part II (Algorithms and Building Blocks), and Part III (Applications) lay the groundwork by discussing basic concepts and tools and providing some practical examples, but implementation of data structures is not shown until Part IV (Implementations), forcing the reader to think about the functionality of the data structures before the hash table is implemented.

The third edition of Data Structures and Problem Solving Using Java incorporates the enhancements of Java 5.0. It includes coverage of generic programming, and content on the design of generic collection classes. This book is appropriate for readers who are familiar with basic Java programming concepts or are new to the language and want to learn how it treats data structures concepts.

Inhaltsverzeichnis

Part One: Tour of Java

Chapter 1: Primitive Java

1.1 The General Environment

1.2 The First Program

1.3 Primitive Types

1.4 Basic Operators

1.5 Conditional Statements

1.6 Methods

Summary

Key Concepts

Common Errors

On the Internet

Exercises

References

Chapter 2: Reference Types

2.1 What is a Reference?

2.2 Basics of Objects and References

2.3 Strings

2.4 Arrays

2.5 Exception Handling

2.6 Input and Output

Summary

Key Concepts

Common Errors

On the Internet

Exercises

References

Chapter 3: Objects and Classes

3.1 What is Object-Oriented Programming?

3.2 A Simple Example

3.3 javadoc

3.4 Basic Methods

3.5 Additional Constructs

3.6 Packages

3.7 A Design Pattern: Composite (pair)

Summary

Key Concepts

Common Errors

On the Internet

Exercises

References

Chapter 4: Inheritance

4.1 What is Inheritance?

4.2 Designing Hierarchies

4.3 Multiple Inheritance

4.4 The Interface

4.5 Fundamental Inheritance in Java

4.6 Implementing Generic Components Using Inheritance

4.7 Implementing Generic Components Using Java 1.5 Generics

4.8 The Functor (Function Objects)

4.9 Dynamic Dispatch Details

Summary

Key Concepts

Common Errors

On the Internet

Exercises

References

Part Two: Algorithms and Building Blocks

Chapter 5: Algorithm Analysis

5.1 What is Algorithm Analysis?

5.2 Examples of Algorithm Running Times

5.3 The Maximum Contiguous Subsequence Sum Problem

5.4 General Big-Oh Rules

5.5 The Logarithm

5.6 Static Searching Problem

5.7 Checking on Algorithm Analysis

5.8 Limitations of Big-Oh Analysis

Summary

Key Concepts

Common Errors

On the Internet

Exercises

References

Chapter 6: The Collections API

6.1 Introduction

6.2 The Iterator Pattern

6.3 Collections API: Containers and Iterators

6.4 Generic Algorithms

6.5 The List Interface

6.6 Stacks and Queues

6.7 Sets

6.8 Maps

6.9 Priority Queues

Summary

Key Concepts

Common Errors

On the Internet

Exercises

References

Chapter 7: Recursion

7.1 What is Recursion?

7.2 Background: Proofs by Mathematical Induction

7.3 Basic Recursion

7.4 Numerical Applications

7.5 Divide-and-Conquer Algorithms

7.6 Dynamic Programming

7.7 Backtracking

Chapter 8: Sorting Algorithms

8.1 Why is Sorting Important?

8.2 Preliminaries

8.3 Analysis of the Insertion Sort and Other Simple Sorts

8.4 Shellsort

8.5 Mergesort

8.6 Quicksort

8.7 Quickselect

8.8 A Lower Bound for Sorting

Summary

Key Concepts

Common Errors

On the Internet

Exercises

References

Chapter 9: Randomization

9.1 Why do we need random numbers?

9.2 Random Number Generators

9.3 Nonuniform Random Numbers

9.4 Generating a Random Permutation

9.5 Randomized Algorithms

9.6 Randomized Primality Testing

Summary

Key Concepts

Common Errors

On the Internet

Exercises

References

Part Three: Applications

Chapter 10: Fun and Games

10.1 Word Search Puzzles

10.2 The Game of Tic-Tac-Toe

Summary

Key Concepts

Common Errors

On the Internet

Exercises

References

Chapter 11: Stacks and Compilers

11.1 Balanced-Symbol Checker

11.2 A Simple Calculator

Summary

Key Concepts

Common Errors

On the Internet

Exercises

References

Chapter 12: Utilities

12.1 File Compression

12.2 A Cross-Reference Generator

Summary

Key Concepts

Common Errors

On the Internet

Exercises

References

Chapter 13: Simulation

13.1 The Josephus Problem

13.2 Event-Driven Simulation

Summary

Key Concepts

Common Errors

On the Internet

Exercises

Chapter 14: Graphs and Paths

14.1 Definitions

14.2 Unweighted Shortest-Path Problem

14.3 Positive-Weighted, Shortest-Path Problem

14.4 Negative-Weighted, Shortest-Path Problem

14.5 Path Problems in Acyclic Graphs

Summary

Key Concepts

Common Errors

On the Internet

Exercises

References

Part Four: Implementations

Chapter 15: Inner Classes and Implementation of ArrayList

15.1 Iterators and Nested Classes

15.2 Iterators and Inner Classes

15.3 The AbstractCollection Class

15.4 StringBuilder

15.5 Implementation of ArrayList with an Iterator

Summary

Key Concepts

Common Errors

On the Internet

Exercises

Chapter 16: Stacks and Queues

16.1 Dynamic Array Implementations

16.2 Linked List Implementations

16.3 Comparison of the Two Methods

16.4 The java.util.Stack Class

16.5 Double-Ended Queues

Summary

Key Concepts

Common Errors

On the Internet

Exercises

Chapter 17: Linked Lists

17.1 Basic Ideas

17.2 Java Implementation

17.3 Doubly Linked Lists and Circularly Linked Lists

17.4 Sorted Linked Lists

17.5 Implementing the Collections api LinkedList Class

Summary

Key Concepts

Common Errors

On the Internet

Exercises

Chapter 18: Trees

18.1 General Trees

18.2 Binary Trees

18.3 Recursion and Trees

18.4 Tree Traversal: Iterator Classes

Summary

Key Concepts

Common Errors

On the Internet

Exercises

Chapter 19: Binary Search Trees

19.1 Basic Ideas

19.2 Order Statistics

19.3 Analysis of Binary Search Tree Operations

19.4 AVL Trees

19.5 Red-Black Trees

19.6 AA-Trees

19.7 Implementing the Collections api TreeSet and TreeMap Classes

19.8 B-Trees

Summary

Key Concepts

Common Errors

On the Internet

Exercises

References

Chapter 20: Hash Tables

20.1 Basic Ideas

20.2 Hash Function

20.3 Linear Probing

20.4 Quadratic Probing

20.5 Separate Chaining Hashing

20.6 Hash Tables versus Binary Search Trees

20.7 Hashing Applications

Summary

Key Concepts

Common Errors

On the Internet

Exercises

References

Chapter 21: A Priority Queue: The Binary Heap

21.1 Basic Ideas

21.2 Implementation of the Basic Operations

21.3 The buildHeap Operation: Linear-Time Heap Construction

21.4 Advanced Operations: decreaseKey and merge

21.5 Internal Sorting: Heapsort

21.6 External Sorting

Summary

Key Concepts

Common Errors

On the Internet

Exercises

References

Part Five: Advanced Data Structures

Chapter 22: Splay Trees

22.1 Self-Adjustment and Amortized Analysis

22.2 The Basic Bottom-Up Splay Tree

22.3 Basic Splay Tree Operations

22.4 Analysis of Bottom-Up Splaying

22.5 Top-Down Splay Trees

22.6 Implementation of Top-Down Splay Trees

22.7 Comparison of the Splay Tree with Other Search Trees

Summary

Key Concepts

Common Errors

On the Internet

Exercises

References

Chapter 23: Merging Priority Queues

23.1 The Skew Heap

23.2 The Pairing Heap

Summary

Key Concepts

Common Errors

On the Internet

Exercises

References

Chapter 24: The Disjoint Set Class

24.1 Equivalence Relations

24.2 Dynamic Equivalence and Applications

24.3 The Quick-Find Algorithm

24.4 The Quick-Union Algorithm

24.5 Java Implementation

24.6 Worst Case for Union-by-Rank and Path Compression

Summary

Key Concepts

Common Errors

On the Internet

Exercises

References

Appendix A: Operators

Appendix B: Graphical User Interfaces

B.1 The Abstract Window Toolkit and Swing

B.2 Basic Objects in Swing

B.3 Basic Principles

Summary

Key Concepts

Common Errors

On the Internet

Exercises

References

Appendix C: Bitwise Operators

Index

Zusätzliche Informationen

GOR002190601
9780321312556
0321312554
Data Structures and Problem Solving Using Java: International Edition Mark A. Weiss
Gebraucht - Sehr Gut
Broschiert
Pearson Education (US)
2005-03-24
960
N/A
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