protege logo

Instance: Omran2009

Types
Own Slots
  Slot Name Value
AUTHORS Mahamed G.H. Omran, Andries P. Engelbrecht, Ayed Salman
bibtex-reference @article{Omran2009, title = "Bare bones differential evolution", journal = "European Journal of Operational Research", volume = "196", number = "1", pages = "128 - 139", year = "2009", note = "", issn = "0377-2217", doi = "10.1016/j.ejor.2008.02.035", url = "http://www.sciencedirect.com/science/article/pii/S0377221708002440", author = "Mahamed G.H. Omran and Andries P. Engelbrecht and Ayed Salman", keywords = "Evolutionary computation", keywords = "Differential evolution", keywords = "Particle swarm optimization", keywords = "Optimization", abstract = "The barebones differential evolution (BBDE) is a new, almost parameter-free optimization algorithm that is a hybrid of the barebones particle swarm optimizer and differential evolution. Differential evolution is used to mutate, for each particle, the attractor associated with that particle, defined as a weighted average of its personal and neighborhood best positions. The performance of the proposed approach is investigated and compared with differential evolution, a Von Neumann particle swarm optimizer and a barebones particle swarm optimizer. The experiments conducted show that the BBDE provides excellent results with the added advantage of little, almost no parameter tuning. Moreover, the performance of the barebones differential evolution using the ring and Von Neumann neighborhood topologies is investigated. Finally, the application of the BBDE to the real-world problem of unsupervised image classification is investigated. Experimental results show that the proposed approach performs very well compared to other state-of-the-art clustering algorithms in all measured criteria." }
label Omran2009
original-source-url http://www.sciencedirect.com/science/article/pii/S0377221708002440
standard-reference Omran, M.G.H. et al., Bare bones differential evolution, European Journal of Operational Research (2008), doi:10.1016/j.ejor.2008.02.035
TYPE Research

  ^ back to top

Return to Class Hierarchy

Generated: 07/04/2013, 1:02:37 AM, Hora de verano de Europa Central

Protégé is a trademark of Stanford University, Copyright (c) 1998-2011 Stanford University.