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The paper proposes three alternative extensions to the classical global-best particle swarm optimization dynamics, and compares their relative performance with the classical particle swarm optimization algorithm. The first extension, which readily follows from the well-known Lyapunov's stability theorem, provides a mathematical basis of the particle dynamics with a guaranteed convergence at an optimum...
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