Is PSO(particle swarm optimization) proper for only one indices or can we use it to analyze two indicies?
Dear Gokhan Aldemir,
For more information and to understand the formulations and improvements in the PSO algorithm, you can refer to the following articles:
Article An efficient method for classifying motor imagery using CPSO...
Article Accurate Classification of EEG Signals Using Neural Networks...
Article An Efficient Method for Selecting the Optimal Features using...
1) PSO can be used with one variable (I suppose that with the "indices" word you are referring to one variable in your problem), but
2) PSO and other swarm and evolutionary methods were created to solve complex problems, where traditional optimization methods do not are applicable or spend much time to solve them.
If your problem has only one variable, I think that you should try to solve the problem with a traditional univariate optimization method, and if it is not possible, then apply one trajectory-based method such as Simulated Annealing or VNS, by example.
- Badges
- Science topic
- Similar topics
- Computer Science and Engineering
- Artificial Intelligence