PSO Clustering

Hi, I am implementing PSO clustering technique.

I have a query regarding how a particle should be updated

The algorithm is as follows :

1. Initialize each particle with random cluster centeroid

2. Do

2.1. For each Particle

2.1.1. For Each Data Vector Zp in Data set

2.1.2. Calculate D(mij,Zp) for all cluster centeroids.

2.1.3. Assign Zp to a Cluster Ci which has minimum Euclidean distance

2.3 Calculate Fitness of Particle using the objective function

2.4 Update the Global Best and Local Best

2.5. Update the Particle Velocity and Location using Equation 1 and 2.

3. While termination Criteria is satisfied

    vid = w × vid + c1 × rand1( ) × (pid − xid) +c2 × rand2( ) × (pgd − xid)   -eq 1

   xid = xid + vid  -eq 2

Answer 1

[Gnaneswar Nadh satapathi]

Please go through the below code, it might help you

https://github.com/iralabdisco/pso-clustering/blob/123c8a658fb914cb1a5d797ec9b7b495a08d325c/pso_clustering.m

Answer 2

[moqueed ahmed]

if i am using fitness function then getting only one fit value

[Walter Roberson]

You should create a new question for this, showing what you have tried.