Algorithms

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.