Is there a 'design pattern' type listing of common algorithms?

Posted by KevinM1 on Programmers See other posts from Programmers or by KevinM1
Published on 2012-10-15T01:42:50Z Indexed on 2012/10/15 3:52 UTC
Read the original article Hit count: 225

Filed under:

algorithms

|

self-improvement

|

resources

Is there a 'design pattern' styled listing of common/popular algorithms anywhere? Specifically, something that has a similar format along the lines of:

Algorithm Name: e.g., Quick Sort, Bubble Sort, etc.
Problem: A description of the stereotypical problem the algorithm is supposed to address
Description: Description of the solution
Implementation: Code examples of the solution
Big O Rating: Self-explanatory
Similar Algorithms: Algorithms that address the same problem in different ways, or similar problems

I really like the GoF design pattern listing style, and I think it would help me learn various algorithms better/easier if I could find a resource that was similar in terms of organization.

© Programmers or respective owner

Related posts about algorithms

Finding a problem in some task [closed]

as seen on Programmers - Search for 'Programmers'
Recently I competed in nation wide programming contest finals. Not unexpectedly all problems were algorithmic. I lost (40 points out of 600. Winner got ~300). I know why I lost very well - I don't know how to find actual problem in those obfuscated tasks which are life-blood of every competition.… >>> More
Genetic algorithms

as seen on Stack Overflow - Search for 'Stack Overflow'
I'm trying to implement a genetic algorithm that will calculate the minimum of the Rastrigin functon and I'm having some issues. I need to represent the chromosome as a binary string and as the Rastrigin's function takes a list of numbers as a parameter, how can decode the chromosome to a list of… >>> More
How to know whether to create a general system or to hack a solution

as seen on Programmers - Search for 'Programmers'
I'm new to coding , learning it since last year actually. One of my worst habits is the following: Often I'm trying to create a solution that is too big , too complex and doesn't achieve what needs to be achieved, when a hacky kludge can make the fit. One last example was the following (see paste… >>> More
understanding evaluation function

as seen on Programmers - Search for 'Programmers'
I am developing a chess program. And have made use of an alpha beta algorithm and a static evaluation function. I have successfully implemented both but I want to improve the evaluation function by automatically tuning the weights assigned to its features. At this point am totally confused about the… >>> More
How to implement a genetic algorithm with distance, time, and cost

as seen on Programmers - Search for 'Programmers'
I want to make a solution to find the optimum route of school visit. For example, I want to visit 5 schools (A, B, C, D, E) in my city. Then I must find out what school I should visit first, then the second, then the third etc. with distance, time, and cost criteria. The problem is, I am confused… >>> More

Related posts about self-improvement

A toolset for self improvement and learning [closed]

as seen on Programmers - Search for 'Programmers'
Possible Duplicate: I’m having trouble learning I've been working as an IT consultant for 1½ years and I am very passionate about programming. Before that I studied MSc Software Engineering and had both a part time job as a developer for a big telecom company. During that time I also took… >>> More
Time management and self improvement

as seen on Programmers - Search for 'Programmers'
Hi, I hope I can open a discussion on this topic as this is not a specific problem. It's a topic I hope to get some ideas on how people in similar situation as mine manage their time. OK, I'm a single developer on a software project for the last 6-8 months. The project I'm working on uses several… >>> More
Time management and self improvement

as seen on Programmers - Search for 'Programmers'
I hope I can open a discussion on this topic as this is not a specific problem. It's a topic I hope to get some ideas on how people in similar situation as mine manage their time. OK, I'm a single developer on a software project for the last 6-8 months. The project I'm working on uses several technologies… >>> More
Software development books are useful, but when to find the time to read them?

as seen on Programmers - Search for 'Programmers'
I have 5 books in my "read-wish-list". When do I read them? I mean I could force myself to use 1 hour during working hours, but this will last for 2 days then someone will ask me to do more "high priority things". One option can be reading at night, but also this has limits, even because I prefer… >>> More
When returning from a period of not programming, do you find you've improved?

as seen on Programmers - Search for 'Programmers'
It seems as though whenever I take an extended break from programming—whether to pursue other interests or simply because I fall out of the habit for a while—I invariably find that when I return to a project and set to coding, I come with an abundance of new ideas, novel approaches, and… >>> More