Tuesday, November 5, 2013


AlgorithmsTitleImage.png

http://en.wikibooks.org/wiki/Algorithms

Preamble[edit]

This book aims to be an accessible introduction into the design and analysis of efficient algorithms. Throughout the book we will introduce only the most basic techniques and describe the rigorous mathematical methods needed to analyze them.
The topics covered include:
  • The divide and conquer technique.
  • The use of randomization in algorithms.
  • The general, but typically inefficient, backtracking technique.
  • Dynamic programming as an efficient optimization for some backtracking algorithms.
  • Greedy algorithms as an optimization of other kinds of backtracking algorithms.
  • Hill-climbing techniques, including network flow.
The goal of the book is to show you how you can methodically apply different techniques to your own algorithms to make them more efficient. While this book mostly highlights general techniques, some well-known algorithms are also looked at in depth. This book is written so it can be read from "cover to cover" in the length of a semester, where sections marked with a * may be skipped.
This book is a tutorial on techniques and is not a reference. For references we highly recommend the tomes by [Knuth] and [CLRS]. Additionally, sometimes the best insights come from the primary sources themselves (e.g. [Hoare]).

Table of Chapters[edit]

  1. Introduction 100 percents developed  as of Jan 15, 2005
  2. Mathematical Background 50 percents developed  as of Jan 15, 2005
  3. Divide and Conquer 75 percents developed  as of Jan 15, 2005
  4. Randomization 50 percents developed  as of Jan 15, 2005
  5. Backtracking 50 percents developed  as of Jan 15, 2005
  6. Dynamic Programming 50 percents developed  as of Jan 15, 2005
  7. Greedy Algorithms 50 percents developed  as of Jan 15, 2005
  8. Hill Climbing 50 percents developed  as of Jan 15, 2005
  9. Unweighted Graph Algorithms 0% developed  as of Dec 24, 2007
  10. Distance approximations
Appendix A: Ada Implementation 25 percents developed  as of Jan 15, 2005

There is also an all chapters view for printing.

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