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Books on Algorithms on a variety of topics
 
 



 Books on Algorithm...  


  
Computer Animation, Second Edition: Algorithms and Techniques (The Morgan Kaufmann Series in Computer ...
Rick Parent

Morgan Kaufmann, 2007

Broad overview with excellent clarity and depth

+ Wonderful book
+ Good book on the math and algorithms of computer animation
+ Deft Introduction to Animation
  
  











  



  
An Introduction to Bioinformatics Algorithms (Computational Molecular Biology)
Neil C. Jones, Pavel A. Pevzner

The MIT Press, 2004

A very good introduction!

+ Uma excelente introdução à bioinformática
+ Excellent algorithms exercise & bioinformatics intro
+ The First Undergraduate Text
  
  











  



  
The Pocket Handbook of Image Processing Algorithms In C
Harley R. Myler, Arthur R. Weeks

Prentice Hall PTR, 1993

Excellent cookbook of image processing algorithms

+ Really Nice Book with a couple of flaws
+ Useful, full of stuff, but old and in some cases wrong...

This book is excellent if you use it as intended - to lift working C code for the implementation of a variety of image processing algorithms. There are even algorithms for computer vision techniques such as circularity, compactness, and finding the minimum or maximum axis. This book assumes that ...
  
  











  



  
The Nonlinear Workbook: Chaos, Fractals, Celluar Automata, Neural Networks, Genetic Algorithms, Gene ...
Willi-Hans Steeb

World Scientific Publishing Company, 2005

Good overview of nonlinear dynamics

This book is an overview of all of the components of nonlinear dynamics. Nonlinear dynamics is a field of study that enables well-constructed predictive modeling of systems that might be difficult to solve otherwise. Such continuous systems were first widely modeled by ordinary and differential ...
  
  











  



  
Head First Design Patterns (Head First)
Elisabeth Freeman, Eric Freeman, ...

O'Reilly Media, Inc., 2004

Head First Design Patterns (Head First)

+ This is how learning should be
+ Readable and Understandable
+ If GoF makes you sleepy ... buy this!
+ Great starter book to design patterns
  
  











  



  
Data Compression: The Complete Reference
David Salomon

Springer, 2006

An undiscovered gem of compression algorithm details

+ Very Complete - No Useless Filler
+ A comprehensible but not very profound book
+ Decent overview of many algorithms
  
  











  



  
DSP Filter Cookbook (Electronics Cookbook Series)
John Lane

Prompt (DPI - 8/01), 2000

Good for implementation details, go elsewhere for theory

+ easy to write code based on the book's equations

The title for this book may be misleading. Unlike most books on this subject, "DSP Filters" deals with a very specific class of digital filters, the infinite impulse response (IIR) filter. In addition, the IIR filters described are of the "maximally flat" gender. DSP books in general dedicate no ...
  
  











  



  
Machine Learning (Mcgraw-Hill International Edit)
Thomas Mitchell

McGraw Hill Higher Education, 1997

Good presentation of concepts

+ Please bow down to Tom Mitchell
+ Excellent Book, but for Academia Only
+ Outstanding
+ Great Start to Machine Learning
  
  











  



  
Algorithms on Strings, Trees and Sequences: Computer Science and Computational Biology
Dan Gusfield

Cambridge University Press, 1997

Definitive String Algorithms Text

+ phenomenal
+ Well Written Text Book
+ nice intersection of computing and biology
+ What it says, it says best.
  
  











  



  
Bundle of Algorithms in Java, Third Edition, Parts 1-5: Fundamentals, Data Structures, Sorting, Searching, ...
Robert Sedgewick

Addison-Wesley Professional, 2003

More Practical for Programmers Than Cormen's

+ A treasure!
+ Excellent book

These text(s) do for the software engineer what Cormen's book does for the scientist. To be knowledgable with algorithms will greatly seperate you from a novice. Very good examples and using Java is very smart because most OO programmers can easily understand the language (C# is practically ...
  
  











  



  
Algorithms for Image Processing and Computer Vision
J. R. Parker

Wiley, 1996

Outstanding source of implementations of image processing algorithms

+ Good book; somewhat sloppy code
+ An unusually clear book -- and great for OCR researchers.
+ I like this book
  
  











  



  
Parallel Programming With MPI
Peter Pacheco

Morgan Kaufmann, 1996

Very insightful!

+ Great for MPI beginners
+ Your MPI on-ramp
+ Just what I needed
+ Well written, easy for someone who is not an MPI guru... yet
  
  











  



  
AI Application Programming (Programming Series) (Programming Series)
M. Tim Jones

Charles River Media, 2005

This Book Exceeds My Expectations

+ Best introductory book on AI
+ Excellent Introduction (w/out alot of number theory)

It's just amazing how such a 473-page book could cover wide range of AI subjects, and at the same time could deliver easy-to-understand explanations without throwing PhD maths at you. It is just superb how a tech book with minimal math could explain everything! Every chapter covers one kind of ...
  
  











  



  
Programming Spiders, Bots, and Aggregators in Java
Jeff Heaton

Sybex, 2002

Create a Object Oriented Bot Package Step by Step

+ Lots of working code but not much of a tutorial
+ happy

I use this book as a supplement to a class that I teach, as it gives the students the necessary stills to programmatically spider, and generally access, information on the Net. As some of the other reviewers point out, this book does center around the creation of a "bot package". However, I see ...
  
  











  



  
Genetic Programming: On the Programming of Computers by Means of Natural Selection (Complex Adaptive Systems)
John R. Koza

The MIT Press, 1992

The essential reference for GP

+ Unique book on the implementation of genetic programming
+ Great introduction.
+ Must Have for all GP students
+ Genetic Programming
  
  











  



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