What types of programming contest problems are there?

Posted by Alex on Programmers See other posts from Programmers or by Alex
Published on 2012-11-08T07:09:07Z Indexed on 2012/11/08 11:22 UTC
Read the original article Hit count: 308

Filed under:
|
|
|

Basically, I want to make a great reference for use with programming contests that would have all of the algorithms that I can put together that I would need during a contest as well as sample useage for the code. I'm planning on making this into a sort of book that I could print off and take with me to competitions. I would like to do this rather than simply bringing other books (such as Algorithms books) because I think that I will learn a lot more by going over all of the algorithms myself as well as I would know exactly what I have in the book, making it more efficient to have and use.

So, I've been doing research to determine what types of programming problems and algorithms are common on contests, and the only thing I can really find is this (which I have seen referenced a few times):

Hal Burch conducted an analysis over spring break of 1999 and made an amazing discovery: 
there are only 16 types of programming contest problems! Furthermore, the top several 
comprise almost 80% of the problems seen at the IOI. Here they are:

    Dynamic Programming
    Greedy
    Complete Search
    Flood Fill
    Shortest Path
    Recursive Search Techniques
    Minimum Spanning Tree
    Knapsack
    Computational Geometry
    Network Flow
    Eulerian Path
    Two-Dimensional Convex Hull
    BigNums
    Heuristic Search
    Approximate Search
    Ad Hoc Problems

The most challenging problems are Combination Problems which involve a loop (combinations,
subsets, etc.) around one of the above algorithms - or even a loop of one algorithm with 
another inside it. These seem extraordinarily tricky to get right, even though 
conceptually they are ``obvious''.

Now that's good and all, but that study was conducted in 1999, which was 13 years ago! One thing I know is that there are no BigNums problems any more (as Java has a BigInteger class, they have stopped making those problems).

So, I'm wondering if anyone knows of any more recent studies of the types of problems that may be seen in a programming contest? Or what the most helpful algorithms on contests would be?

© Programmers or respective owner

Related posts about learning

Related posts about algorithms