Ant Lion Algorithm for data clustering

Sir

I need the matlab code for running Ant Lion optimization algorithm for data clustering.

Can any body help

[Fatema Muhseni]

Hi,

Did you finde this code?

I need it if you could any help plz.

Answer 1

[KALYAN ACHARJYA]

Look on this file exchange file

[Jess]

Sir

I got the file. But Iam unable to proceed how to obtain clusters from it. Plz help

Thank You

[KALYAN ACHARJYA]

What is the issue? Be sepecific please.

[Jess]

Thank You Sir For your response

The issue is that I have a data set with 90 values. I have to select two select two of them as centroids and group all 88 data in to either the first centroid or the second centroid based on the minimum euclidean distance between the 88 other values and the centroid value using ANT Lion Optimization.

Could you help me sir.

Thank you

[Walter Roberson]

No, that task is not suitable for continuous searches such as that ant lion contribution. You should be using an algorithm that permits a vector of two integers lower bound 1 and upper bound 90 and constraint that one is strictly less than the other . The cost should use two two selected integers as the indices of the two selected centroids.

Much better is just to try all (89*45) unique possibilities without an random search like ga or ant lion.

The situation would be different if the centroids were to be determined (like in kmeans) instead of being forced to be two of the points exactly.

[Jess]

Thank You For your response sir.

But there are published research claiming antlion optimization for data clustering.

How could that be performed?

[Jess]

To be more precise I need to cluster data iteratively, just like in K-means using Ant lion Optimization

Plz help me sir

[Walter Roberson]

K-means type of optimization attempt to determine centroids that might not be at the location of any points. The algorithm is not suitable for the case where you have to select your centroids from existing points.

Answer 2

[VIVEK SHARMA]

hi sir

i am vivek

can anyone provide me lion optimization algorithm code in matlab. i wanna this code for clustering

if any one have a code please send me on my email id [e-mail]

thanks

[Walter Roberson]

KALYAN already gave a link to code.