• Publications
  • Influence
Particle swarm optimization
TLDR
A concept for the optimization of nonlinear functions using particle swarm methodology is introduced, and applications, including nonlinear function optimization and neural network training, are proposed. Expand
  • 25,794
  • 2692
  • PDF
Particle swarm optimization
TLDR
This paper comprises a snapshot of particle swarming from the authors’ perspective, including variations in the algorithm, current and ongoing research, applications and open problems. Expand
  • 24,605
  • 1918
  • PDF
The particle swarm - explosion, stability, and convergence in a multidimensional complex space
TLDR
The particle swarm is an algorithm for finding optimal regions of complex search spaces through the interaction of individuals in a population of particles. Expand
  • 7,515
  • 676
  • PDF
The fully informed particle swarm: simpler, maybe better
TLDR
The canonical particle swarm algorithm showed itself to be a journeyman problem solver, finding the global optimum a respectable proportion of the time, depending on topology, and getting there in respectably fast time. Expand
  • 1,530
  • 156
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Bare bones particle swarms
  • J. Kennedy
  • Mathematics, Computer Science
  • Proceedings of the IEEE Swarm Intelligence…
  • 24 April 2003
TLDR
This paper strips away some traditional features of the particle swarm in the search for the properties that make it work. Expand
  • 604
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The Behavior of Particles
  • J. Kennedy
  • Computer Science
  • Evolutionary Programming
  • 25 March 1998
TLDR
This paper examines a simplified version of the particle swarm algorithm in an effort to understand the trajectories of particles as they search for solutions. Expand
  • 339
  • 25
Social robots for education: A review
TLDR
A review of social robots in education discusses expected outcomes, technical challenges, and directions for future research. Expand
  • 268
  • 21
  • PDF
The Robot Who Tried Too Hard: Social Behaviour of a Robot Tutor Can Negatively Affect Child Learning
TLDR
Social robots are finding increasing application in the domain of education, particularly for children, to support and augment learning opportunities. Expand
  • 162
  • 9
  • PDF
Social robot tutoring for child second language learning
TLDR
This paper presents a study with 67 children to explore how social aspects of a tutor robot's speech influences their perception of the robot and their language learning in an interaction. Expand
  • 81
  • 8
  • PDF
Probability and dynamics in the particle swarm
  • J. Kennedy
  • Mathematics, Computer Science
  • Proceedings of the Congress on Evolutionary…
  • 19 June 2004
TLDR
This paper investigates emulation of the particle swarm algorithm through the use of random number generators. Expand
  • 63
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