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Tag Archive for complexity

What does it mean by expected running time and average running time of an algorithm?

Let’s say we want to analyze running time of algorithms. Sometimes we say that we want to find the running time of an algorithm when the input size is n and for the worst possible case it is denote it by O(n). Sometimes though I see books/papers saying that we need to find the expected time of an algorithm. Also sometimes the average running time is used .

Complexity of a web application

I am currently writing my Master’s Thesis on maintainability of a web application. I found some methods like the “Maintainability Index” by Coleman et.al. or the “Software Maintainability Index” by Muthanna et.al.
For both of them one needs to calculate the cyclomatic complexity. So my question is:

Using Completed User Stories to Estimate Future User Stories

In Scrum/Agile, the complexity of a user story can be estimated in story points. After completing some user stories, a programmer or team of programmers can use those experiences to better estimate how much time it might take to complete a future user story.

Computational Complexity of Correlation in Time vs Multiplication in Frequency space

I am working with 2d correlation for image processing techniques (pattern recognition etc…). I was wondering if there is a theoretical approach on how to tell when to use multiplication in frequency space over correlation in time space. For sizes of 2x frequency space is obviously faster but how about small, prime sizes like e.g. 11?