Chapter 1 Introduction
1.1 What's the Book About?
1.2 Mathematics Review
1.3 A Brief Introduction to Recursion
1.4 C++ Classes
1.5 C++ Details
1.6 Templates
1.7 Using Matrices
Chapter 2 Algorithm Analysis
2.1 Mathematical Background
2.2 Model
2.3 What to Analyze
2.4 Running Time Calculations
Chapter 3 Lists,Stacks,and Queues
3.1 Abstract Data Types(ADTS)
3.2 The List ADT
3.3 The Stack ADT
3.4 The Queue ADT
Chapter 4 Trees
4.1 Preliminaries
4.2 Binary Trees
4.3 The Search Tree ADT——Binary Search Trees
4.4 AVL Trees
4.5 Splay Trees
4.6 Tree Traversals(Revisited)
4.7 B-Trees
Chapter 5 Hashing
5.1 General Idea
5.2 Hash Function
5.3 Separate Chaining
5.4 Open Addressing
5.5 Rehashing
5.6 Extendible Hashing
Chapter 6 Priority Queues(Heaps)
6.1 Model
6.2 Simple Implementations
6.3 Binary Heap
6.4 Applicatins of Priority Queues
6.5 d-Heaps
6.6 Leftist Heaps
6.7 Skew Heaps
6.8 Binomial Queues
Chapter 7 Sorting
7.1 Preliminaries
7.2 Insertion Sort
7.3 A Lower Bound for Simple Sorting Algorithms
7.4 Shellsort
7.5 Heapsort
7.6 Mergesort
7.7 Quicksort
7.8 Indirect Soring
7.9 A Generl Lower Bound for Sorting
7.10 Bucket Sort
7.11 External Sorting
Chapter 8 The Disjoint Set ADT
8.1 Equivalence Relations
8.2 The Dynamic Equivalence Problem
8.3 Basic Data Structure
8.4 Smart Union Algorithms
8.5 Path Compression
8.6 Worst Case for Union-by-Rank and Path Compression
8.7 An Application
Chapter 9 Graph Algorithms
9.1 Definitions
9.2 Topological Sort
9.3 Shortest-Path Algorithms
9.4 Network Flow Problems
9.5 Minimum Spanning Tree
9.6 Applications of Depth-First Search
9.7 Introduction to NP-Completeness
Chapter 10 Algorithm Design Techniques
10.1 Greedy Algorithms
10.2 Divide and Conquer
10.3 Dynamic Programming
10.4 Randomized Algorithms
10.5 Backtracking Algorithms
Chapter 11 Amortized Analysis
11.1 An Unrelated Puzzle
11.2 Binomial Queues
11.3 Skew Heaps
11.4 Fibonacci Heaps
11.5 Splay Trees
Chapter 12 Advanced Data Structures and Implementation
12.1 Top-Down Splay Trees
12.2 Red-Black Trees
12.3 Daterministic Skip Lists
12.4 AA-Trees
12.5 Treaps
12.6 k-d Trees
12.7 Pairing Heaps
Appendix A The Standard Template Library
A.1 Introduction
A.2 Basic STL Concepts
A.3 Unordered Sequences:vector and list
A.4 Sets
A.5 Maps
A.6 Example:Generating a Concordance
A.7 Example:Shortest-Path Calculation
A.8 Other STL Features
Appendix B vector and string Classes
B.1 First-Class versus Second-Class Objects
B.2 vector Class
B.3 string Class
Index
· · · · · · (
收起)
