Particle swarm optimization and alienor method to constrained multivariable predictive control

Thamallah, Ali; Sakly, Anis; M’Śahli, Faouzi

doi:10.1109/sta.2016.7952066

Cited by 1 publication

(1 citation statement)

References 11 publications

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“…None of the above mentioned studies is changing the optimization algorithm. In Ali et al (2017) and Zaidi et al (2005) a combination of the ALIENOR method with a different optimization algorithm is proposed. In the last years the method has gained again some attention, and different applications of the ALIENOR method have been published (i.e.…”

Section: Introductionmentioning

confidence: 99%

A recursive implementation of the ALIENOR optimization method

Peri

2021

IJICC

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PurposeA recursive scheme for the ALIENOR method is proposed as a remedy for the difficulties induced by the method. A progressive focusing on the most promising region, in combination with a variation of the density of the alpha-dense curve, is proposed.Design/methodology/approachALIENOR method is aimed at reducing the space dimensions of an optimization problem by spanning it by using a single alpha-dense curve: the curvilinear abscissa along the curve becomes the only design parameter for any design space. As a counterpart, the transformation of the objective function in the projected space is much more difficult to tackle.FindingsA fine tuning of the procedure has been performed in order to identity the correct balance between the different elements of the procedure. The proposed approach has been tested by using a set of algebraic functions with up to 1,024 design variables, demonstrating the ability of the method in solving large scale optimization problem. Also an industrial application is presented.Originality/valueIn the knowledge of the author there is not a similar paper in the current literature.

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Section: Introductionmentioning

confidence: 99%

A recursive implementation of the ALIENOR optimization method

Peri

2021

IJICC

View full text Add to dashboard Cite

show abstract

Particle swarm optimization and alienor method to constrained multivariable predictive control

Cited by 1 publication

References 11 publications

A recursive implementation of the ALIENOR optimization method

A recursive implementation of the ALIENOR optimization method

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