Title
Changing factor based food sources in artificial bee colony
Abstract
The present study, proposes an optimization algorithm for solving the continuous global optimization problems. The basic framework selected for modeling the algorithm is Artificial Bee Colony (ABC). The proposed variant is called ABC with changing factor or CF-ABC. The proposed CF-ABC tries to maintain a tradeoff between exploration and exploitation so as to obtain reasonably good results. The proposed algorithm is implemented on the six benchmark functions and four engineering design problems. Simulated results illustrate the efficiency of the CF-ABC in terms of convergence speed and mean value.
Year
DOI
Venue
2014
10.1109/SIS.2014.7011786
Swarm Intelligence
Keywords
DocType
Citations 
optimisation,swarm intelligence,CF-ABC,artificial bee colony,changing factor based food sources,continuous global optimization problems,engineering design problems,optimization algorithm,Artificial Bee Colony,Exploitation,Exploration,Optimization,Swarm Intelligence
Conference
4
PageRank 
References 
Authors
0.41
13
3
Name
Order
Citations
PageRank
Tarun Kumar Sharma16110.47
Millie Pant232032.47
F. Neri33039.49