Algorithms
著者
書誌事項
Algorithms
Addison-Wesley, c2011
4th ed
- : hardcover
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注記
Includes index
内容説明・目次
内容説明
The leading introduction to computer algorithms in use today, including fifty algorithms every programmer should know
Princeton Computer Science professors, Robert Sedgewick and Kevin Wayne, survey the most important computer algorithms in use and of interest to anyone working in science, mathematics, and engineering, and those who use computation in the liberal arts. They provide a full treatment of data structures and algorithms for key areas that enable you to confidently implement, debug, and put them to work in any computational environment.
Fundamentals:
Basic programming models
Data abstraction
Bags, queues, and stacks
Analysis of algorithms
Sorting
Elementary sorts
Mergesort
Quicksort
Priority queues
Applications
Graphs
Undirected graphs
Directed graphs
Minimum spanning trees
Shortest paths
Strings
String sorts
Tries
Substring search
Regular expressions
Data compression
These algorithms are generally ingenious creations that, remarkably, can each be expressed in just a dozen or two lines of code. As a group, they represent problem-solving power of amazing scope. They have enabled the construction of computational artifacts, the solution of scientific problems, and the development of commercial applications that would not have been feasible without them.
目次
Chapter 1: Fundamentals
1.1 Programming Model
1.2 Data Abstraction
1.3 Queues, Stacks, and Bags
1.4 Analysis of Algorithms
1.5 Case Study: Union-Find
Chapter 2: Sorting
2.1 Elementary Sorts 2.1 Elementary Sorts
2.2 Mergesort
2.3 Quicksort
2.4 Priority Queues
2.5 Applications
Chapter 3: Searching
3.1 Symbol Tables 3.1 Symbol Tables
3.2 Binary Search Trees
3.3 Balanced Search Trees
3.4 Hash Tables
3.5 Applications
Chapter 4: Graphs
4.1 Undirected graphs 4.1 Undirected graphs
4.2 Directed graphs
4.3 Minimum Spanning Trees
4.4 Shortest Paths
Chapter 5: Strings
5.1 String Sorts 5.1 String Sorts
5.2 Tries
5.3 Substring Search
5.4 Regular Expressions
5.5 Data Compression
Context
Systems Programming Systems Programming
Scientific Computing
Commercial Applications
Operations Research
Intractability
Index
「Nielsen BookData」 より
