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On-line control using the particle swarm optimisation algorithm
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Orientador(es)
Resumo(s)
In the last two decades, evolutionary based algorithms have proved to be an important tool in solving
optimisation problems in many disciplinary areas, namely in control system design. However one of
its limitations for some type of applications is the usually high computational load required, which
restricts its use for on-line control. This paper proposes the use of a stochastic search algorithm,
known as particle swarm, as an optimisation tool for an on-line model predictive control of a custom
made laboratory thermodynamic system. Preliminary results are presented.
Descrição
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Contexto Educativo
Citação
Coelho, João; Cunha, José; Oliveira, Paulo (2006). On-line control using the particle swarm optimisation algorithm. In ASCC2006 – The 6th Asian Control Conference. Bali, Indonesia. p.627-631