Algorithms
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Algorithms

Algorithms

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About the Book

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.

Table of Contents:
Preface viii   Chapter 1: Fundamentals 3 1.1 Basic Programming Model 8 1.2 Data Abstraction 64 1.3 Bags, Queues, and Stacks 120 1.4 Analysis of Algorithms 172 1.5 Case Study: Union-Find 216   Chapter 2: Sorting 243 2.1 Elementary Sorts 244 2.2 Mergesort 270 2.3 Quicksort 288 2.4 Priority Queues 308 2.5 Applications 336   Chapter 3: Searching 361 3.1 Symbol Tables 362 3.2 Binary Search Trees 396 3.3 Balanced Search Trees 424 3.4 Hash Tables 458 3.5 Applications 486   Chapter 4: Graphs 515 4.1 Undirected Graphs 518 4.2 Directed Graphs 566 4.3 Minimum Spanning Trees 604 4.4 Shortest Paths 638   Chapter 5: Strings 695 5.1 String Sorts 702 5.2 Tries 730 5.3 Substring Search 758 5.4 Regular Expressions 788 5.5 Data Compression 810   Chapter 6: Context 853   Index 933 List of Algorithms 954 List of Clients 955


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Product Details
  • ISBN-13: 9780132762564
  • Publisher: Pearson Education (US)
  • Publisher Imprint: Addison Wesley
  • Language: English
  • Weight: 1 gr
  • ISBN-10: 0132762560
  • Publisher Date: 21 Feb 2011
  • Binding: Digital download
  • No of Pages: 976


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