http://repository.iitr.ac.in/handle/123456789/18998| Title: | Novel binary PSO for continuous global optimization problems |
| Authors: | Chauhan P. Pant M. Deep, K. |
| Published in: | Proceedings of Advances in Intelligent and Soft Computing |
| Abstract: | The present study proposes a novel variant of binary PSO employing gompertz function for generating binary numbers with an additional benefit of controlling its parametrs so as to induce an combined effect of sigmoid as well as linear function. The corresponding variant is termend as Gompertz Binary Particle Swarm Optimization (GBPSO). The proposed GBPSO is tested on a a well known suite of 5 continuous benchmark fuctions. Numerical results indicate the competence of the proposed mechanism. © 2012 Springer India Pvt. Ltd. |
| Citation: | Proceedings of Advances in Intelligent and Soft Computing, (2012), 169- 176. Roorkee |
| URI: | https://doi.org/10.1007/978-81-322-0487-9_17 http://repository.iitr.ac.in/handle/123456789/18998 |
| Issue Date: | 2012 |
| Keywords: | Binary PSO Gompertz function Paramters Binary number Binary particle swarm optimization Binary PSO Combined effect Global optimization problems Gompertz function Linear functions Numerical results Paramters Problem solving Soft computing Global optimization |
| ISBN: | 9.79E+12 |
| ISSN: | 18675662 |
| Author Scopus IDs: | 35752990300 23467551900 8561208900 |
| Author Affiliations: | Chauhan, P., Indian Institute of Technology Roorkee, Roorkee, India Pant, M., Indian Institute of Technology Roorkee, Roorkee, India Deep, K., Indian Institute of Technology Roorkee, Roorkee, India |
| Corresponding Author: | Chauhan, P.; Indian Institute of Technology Roorkee, Roorkee, India; email: pinkeychauhan030@gmail.com |
| Appears in Collections: | Conference Publications [MA] |
Items in Repository are protected by copyright, with all rights reserved, unless otherwise indicated.