protege logo

Instance: Ozcan1999

Types
Own Slots
  Slot Name Value
AUTHORS Ozcan, E., Mohan, C.K.
bibtex-reference @INPROCEEDINGS{Ozcan1999, author={Ozcan, E. and Mohan, C.K.}, booktitle={Evolutionary Computation, 1999. CEC 99. Proceedings of the 1999 Congress on}, title={Particle swarm optimization: surfing the waves}, year={1999}, volume={3}, pages={-1944 Vol. 3}, abstract={A new optimization method has been proposed by J. Kennedy and R.C. Eberhart (1997; 1995), called Particle Swarm Optimization (PSO). This approach combines social psychology principles and evolutionary computation. It has been applied successfully to nonlinear function optimization and neural network training. Preliminary formal analyses showed that a particle in a simple one-dimensional PSO system follows a path defined by a sinusoidal wave, randomly deciding on both its amplitude and frequency (Y. Shi and R. Eberhart, 1998). The paper takes the next step, generalizing to obtain closed form equations for trajectories of particles in a multi-dimensional search space}, keywords={evolutionary computation;psychology;random processes;search problems;closed form equations;evolutionary computation;formal analyses;multi-dimensional search space;neural network training;nonlinear function optimization;one-dimensional PSO system;optimization method;particle swarm optimization;particle trajectories;sinusoidal wave;social psychology principles;surfing;Computer science;Educational institutions;Equations;Frequency;Genetic algorithms;Marine animals;Optimization methods;Organisms;Particle swarm optimization;Psychology}, doi={10.1109/CEC.1999.785510},}
label Ozcan1999
original-source-url http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=785510
standard-reference E. Ozcan, C.K. Mohan, Particle swarm optimization: Surfing the waves, in: Proceedings of the IEEE Congress on Evolutionary Computation, Washington, DC, USA, 1999.

  ^ 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.