Applied book on data structures

Hi,

I am looking for an applied book of data structure and algorithms. Not a theoretical one that deals with the math or implementation but something that explains in what situation a particular data structure or algorithm is chosen and how it solves the problem of

1. Performance
2. Memory efficiency

etc.

Basically a truly applied book that shows real life situation examples and not the esoteric theoretical stuff

thanks
-anshu
anshumaEngineeringAsked:
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TommySzalapskiCommented:
This one is published online and calls itself 'practical.' Most of the math in the book is just surrounding the analysis of algorithms and data structures. Analysis will always be full of math, so just focus on the parts that don't discuss analysis.

http://courses.cs.vt.edu/cs3114/Spring09/book.pdf

Note that the university I know which uses that book does not have any math courses as a prerequisite so the math should be fairly simple and covered in detail in section 2 of the first chapter.

Can you give more detail about what you are wanting to do so we can better assist?
You could start here and then click on each one and just read the descriptions and examples and ignore the math
http://en.wikipedia.org/wiki/List_of_data_structures
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TommySzalapskiCommented:
explains in what situation a particular data structure or algorithm is chosen and how it solves the problem

The theoretical books do give examples. You need to understand the theory so you can choose what is best for your situation. If you just want a book that lists the write data structure for every possible situation, then you are out of luck (of course).

If you just want to know what to use without understanding the theory, you don't need a book. You need a forum (like this one!) where you can ask people who do understand the theory.
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anshumaEngineeringAuthor Commented:
Hi tommy,

In that case which is the best theory book with less math.

Regards
-anshu
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TommySzalapskiCommented:
Note that the above book is published on the website of the author, so it is not an illegal copy (in case the note about not duplicating without permission of the author or publisher gave you pause). Of course, you can't print multiple copies and pass them out, but you can use it for your own personal use free of charge.
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Jaime OlivaresSoftware ArchitectCommented:
If you want applied data structured instead of theoretical, then you should specify the programming language and framework.
For example, it is not the same .net data structures than Java data structures, they have different alternatives (and some times equivalents)
In some cases, the concrete data structures are smart enough, so you don't need to implement processing algorithms by yourself.
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