Multiple Cyclic Swarming Optimization
for Uni- and Multi-modal Functions

Faculty	Science	Year:	2020
Type of Publication:	ZU Hosted	Pages:	887-898
Authors:	Staff Zu Site Abstract In Staff Site
Journal:	1087 Springer	Volume:

Keywords :	Multiple Cyclic Swarming Optimization for Uni- , Multi-modal
Abstract:	This paper proposed multiple cyclic exploration and exploitation at two levels on the basis of improved whale swarming and particle swarm optimization algorithms. The first level covers exploration, and different subsets of candidate solutions are used to explore the search space, while the second level covers exploitation. The whale optimization algorithm (WOA) was used at the first level and the particle swarm optimization (PSO) at the second level. The proposed approach is tested on twenty benchmark test functions, and initiatory results are presented. According to the computational results, the proposed approach more successful of the state-ofthe-art algorithms.

Author Related Publications

Rodyna Ahmed Mahmoud, "Pre-Open Sets with Ideal", Scientific Research Platform (SRP), 2013 More
Rodyna Ahmed Mahmoud, "ON BCL-ALGEBRA", Council for Innovative Research, 2013 More
Yasser AbdelAziz Amer Tolba, "The improved (G’/G) - expansion method for constructing exact traveling wave solutions for a nonlinear PDE of nanobiosciences", USA, 2013 More
Alaa Hassan Attia Hassan, "A Unified Representation of Some Starlike and Convex Harmonic Functions with Negative Coefficients", AGH University of Science and Technology Press, Krakow 2013, Poland, 2013 More
Alaa Hassan Attia Hassan, "Generalizations of Hadamard Procuct of Certain Meromorphic Multivalent Functions with Positive Coefficients", Istanbul Universitesi, Turkey, 2013 More