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Data Structures and Algorithms in C++

ISBN: 9780534375973 | 0534375979
Edition: 2nd
Format: Paperback
Publisher: Course Technology
Pub. Date: 6/30/2000

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SummaryTable of Contents
Using the C++ programming language, author Adam Drozdek highlights three important aspects of data structures and algorithms. First, the book places special emphasis on the connection between data structures and their algorithms, including an analysis of the algorithms' complexity. Second, the book presents data structures in the context of object-oriented program design, stressing the principle of information hiding in its treatment of encapsulation and decomposition. Finally, the book closely examines data structure implementation. Overall, this practical and theoretical book prepares students with a solid foundation in data structures for future courses and work in design implementation, testing, or maintenance of virtually any software system.
Object-Oriented Programming Using C++
1(52)
Abstract Data Types
1(1)
Encapsulation
... MORE2(4)
Inheritance
6(3)
Pointers
9(11)
Pointers and Arrays
12(2)
Pointers and Copy Constructors
14(2)
Pointers and Destructors
16(1)
Pointers and Reference Variables
17(2)
Pointers to Functions
19(1)
Polymorphism
20(2)
C++ and Object-Oriented Programming
22(1)
The Standard Template Library
23(4)
Containers
23(1)
Iterators
24(1)
Algorithms
25(1)
Function Objects
25(2)
Vectors in the Standard Template Library
27(8)
Data Structures and Object-Oriented Programming
35(1)
Case Study: Random Access File
35(13)
Exercises
48(2)
Programming Assignments
50(3)
Complexity Analysis
53(22)
Computational and Asymptotic Complexity
53(1)
Big-O Notation
54(3)
Properties of Big-O Notation
57(1)
Ω and &OHgr; Notations
58(1)
Possible Problems
59(1)
Examples of Complexities
60(1)
Finding Asymptotic Complexity: Examples
61(2)
The Best, Average, and Worst Cases
63(3)
Amortized Complexity
66(5)
Exercises
71(4)
Linked Lists
75(62)
Singly Linked Lists
75(15)
Insertion
81(3)
Deletion
84(6)
Search
90(1)
Doubly Linked Lists
90(5)
Circular Lists
95(2)
Skip Lists
97(5)
Self-Organizing Lists
102(4)
Sparse Tables
106(4)
Lists in the Standard Template Library
110(4)
Deques in the Standard Template Library
114(5)
Concluding Remarks
119(1)
Case Study: A Library
120(3)
Exercises
123(10)
Programming Assignments
133(4)
Stacks and Queues
137(34)
Stacks
137(8)
Queues
145(9)
Priority Queues
154(1)
Stacks in the Standard Template Library
155(1)
Queues in the Standard Template Library
156(1)
Priority Queues in the Standard Template Library
156(4)
Case Study: Exiting a Maze
160(6)
Exercises
166(3)
Programming Assignments
169(2)
Recursion
171(45)
Recursive Definitions
171(3)
Function Calls and Recursion Implementation
174(2)
Anatomy of a Recursive Call
176(3)
Tail Recursion
179(2)
Nontail Recursion
181(5)
Indirect Recursion
186(2)
Nested Recursion
188(1)
Excessive Recursion
189(3)
Backtracking
192(8)
Concluding Remarks
200(1)
Case Study: A Recursive Descent Interpreter
201(8)
Exercises
209(4)
Programming Assignments
213(3)
Binary Tress
216(86)
Trees, Binary Trees, and Binary Search Trees
216(5)
Implementing Binary Trees
221(3)
Searching a Binary Search Tree
224(2)
Tree Traversal
226(16)
Breadth-First Traversal
227(1)
Depth-First Traversal
227(7)
Stackless Depth-First Traversal
234(8)
Insertion
242(3)
Deletion
245(7)
Deletion by Merging
246(3)
Deletion by Copying
249(3)
Balancing a Tree
252(12)
The DSW Algorithm
255(3)
AVL Trees
258(6)
Self-Adjusting Trees
264(7)
Self-Restructuring Trees
264(1)
Splaying
265(6)
Heaps
271(8)
Heaps as Priority Queues
272(3)
Organizing Arrays as Heaps
275(4)
Polish Notation and Expression Trees
279(5)
Operations on Expression Trees
281(3)
Case Study: Computing Word Frequencies
284(7)
Exercises
291(4)
Programming Assignments
295(7)
Multiway Trees
302(69)
The Family of B-Trees
303(42)
B-Trees
304(10)
B*-Trees
314(2)
B+-Trees
316(3)
Prefix B+-Trees
319(1)
Bit-Trees
320(3)
R-Trees
323(1)
2-4 Trees
324(8)
Sets and Multisets in the Standard Template Library
332(7)
Maps and Multimaps in the Standard Template Library
339(6)
Tries
345(8)
Concluding Remarks
353(1)
Case Study: Spell Checker
354(10)
Exercises
364(2)
Programming Assignments
366(5)
Graphs
371(81)
Graph Representation
373(1)
Graph Traversals
373(5)
Shortest Paths
378(10)
All-to-All Shortest Path Problem
385(3)
Cycle Detection
388(3)
Union-Find-Problem
388(3)
Spanning Trees
391(5)
Boruvka's Algorithm
392(1)
Kruskal's Algorithm
393(1)
Jarnik-Prim's Algorithm
393(3)
Dijkstra's Method
396(1)
Connectivity
396(6)
Connectivity in Undirected Graphs
397(3)
Connectivity in Directed Graphs
400(2)
Topological Sort
402(2)
Networks
404(13)
Maximum Flows
404(10)
Maximum Flows of Minimum Cost
414(3)
Matching
417(11)
Assignment Problem
424(2)
Matching in Nonbipartite Graphs
426(2)
Eulerian and Hamiltonian Graphs
428(4)
Eulerian Graphs
428(1)
Hamiltonian Graphs
429(3)
Case Study: Distinct Representatives
432(12)
Exercises
444(4)
Programming Assignments
448(4)
Sorting
452(52)
Elementary Sorting Algorithms
453(7)
Insertion Sort
453(3)
Selection Sort
456(2)
Bubble Sort
458(2)
Decision Trees
460(3)
Efficient Sorting Algorithms
463(25)
Shell Sort
463(5)
Heap Sort
468(3)
Quicksort
471(7)
Mergesort
478(2)
Radix Sort
480(8)
Sorting in the Standard Template Library
488(1)
Concluding Remarks
489(2)
Case Study: Adding Polynomials
491(7)
Exercises
498(2)
Programming Assignments
500(4)
Hashing
504(39)
Hash Functions
505(2)
Division
505(1)
Folding
505(1)
Mid-Square Function
506(1)
Extraction
506(1)
Radix Transformation
507(1)
Collision Resolution
507(10)
Open Addressing
508(5)
Chaining
513(2)
Bucket Addressing
515(2)
Deletion
517(1)
Perfect Hash Functions
518(6)
Cichelli's Method
519(2)
The FHCD Algorithm
521(3)
Hash Functions for Extendible Files
524(6)
Extendible Hashing
524(3)
Linear Hashing
527(3)
Case Study: Hashing with Buckets
530(9)
Exercises
539(1)
Programming Assignments
540(3)
Data Compression
543(38)
Conditions for Data Compression
543(2)
Huffman Coding
545(14)
Adaptive Huffman Coding
555(4)
Shannon-Fano Code
559(2)
Run-Length Encoding
561(1)
Ziv-Lempel Code
562(3)
Case Study: Huffman Method with Run-Length Encoding
565(12)
Exercises
577(1)
Programming Assignments
578(3)
Memory Management
581(62)
The Sequential-Fit Methods
582(2)
The Nonsequential-Fit Methods
584(8)
Buddy Systems
585(7)
Garbage Collection
592(18)
Mark-and-Sweep
593(7)
Copying Methods
600(2)
Incremental Garbage Collection
602(8)
Concluding Remarks
610(1)
Case Study: An In-Place Garbage Collector
611(8)
Exercises
619(2)
Programming Assignments
621(6)
Appendixes
A Computing Big-O
627(6)
A.1 Harmonic Series
627(1)
A.2 Approximation of the Function lg(n!)
627(2)
A.3 Big-O for Average Case of Quicksort
629(2)
A.4 Average Path Length in a Random Binary Tree
631(2)
B Algorithms in the Standard Template Library
633(10)
B.1 Standard Algorithms
633(10)
Name Index643(4)
Subject Index647

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