Open access Jurnal SINTA 1
Adaptive Adjustment of PSO Coefficients Taking the Notion from the Bee Behavior in Collecting Nectar
International Journal of Electrical and Computer Engineering (IJECE) · Vol. 6 No. 5 (2016)
- ISSN
- 2088-8708, 2088-8708
- Published
- 2016-10-01
- Publisher
- Institute of Advanced Engineering and Science
Abstract
In particle swarm optimization, a set of particles move towards the global optimum point according to their experience and experience of other particles. Parameters such as particle rate, particle best experience, the best experience of all the particles and particle current position are used to determine the next position of each particle. Certain relationships received the input parameters and determined the next position of each particle. In this article, the relationships are accurately assessed and the amount of the effect of input parameters is horizontally set. To set coefficients adaptively, the notion is taken from bee behavior in collecting nectar. This method was implemented on software and examined in the standard search environments. The obtained results indicate the efficiency of this method in increasing the rate of convergence of particles towards the global optimum.
Collaboration network of the authors
24 authors · 31 co-authorship links · 19 across different organisations
Hover or tap a name to highlight its co-authors. Double-click to open the author's page.
- Qazvin Islamic Azad University
- Islamic Azad University, Science and Research Branch
- Amirkabir University of Technology
- Islamic Azad University, Tehran
- Bu-Ali Sina University
- Iran University of Science and Technology
- Shahid Beheshti University
- Affiliation unknown
- Different organisations
- Same organisation
- Affiliation unknown
- Thicker line = more joint articles · bigger circle = more articles
Show as table
| Co-author | Organisation | Joint articles |
|---|---|---|
| Davod Aghlmandi | Qazvin Islamic Azad University | 2 |
| Razieh Akhavan | Islamic Azad University, Tehran | 2 |
| Sara Zokaee | Qazvin Islamic Azad University | 1 |
| Ali Bazmi | Qazvin Islamic Azad University | 1 |
| Milad Shirmohammadi | Qazvin Islamic Azad University | 1 |
| Hassan Khotanlou | Bu-Ali Sina University | 1 |
| Arash Asefnezhad | Qazvin Islamic Azad University | 1 |
| Ali Mahdavi Hormat | Qazvin Islamic Azad University | 1 |
| Zeynab Shokoohi | Affiliation unknown | 1 |
| Mohammad Zaher Karimi | Affiliation unknown | 1 |
| Zahra Honarpisheh | Qazvin Islamic Azad University | 1 |
| Babak Namazi | Amirkabir University of Technology | 1 |
| Zahra Hakimi | Affiliation unknown | 1 |
| Morteza Barati | Affiliation unknown | 1 |
| Minoo Hamissi | Qazvin Islamic Azad University | 1 |
| Reihane Saniei | Islamic Azad University, Tehran | 1 |
| Fooad Jalili | Qazvin Islamic Azad University | 1 |
| Milad JafariBarani | Affiliation unknown | 1 |
| Mojtaba Bahmanzadegan Jahromi | Qazvin Islamic Azad University | 1 |
| Ali Beheshti | Iran University of Science and Technology | 1 |
| Pedram Kermani | Shahid Beheshti University | 1 |
Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.