COMPARAISON OF HEURISTIC AND HYBRID HEURISTIC FOR THE SOLUTION OF LINEAR MODEL BASED PREDICTIVE CONTROL

Type : Article de conférence
Auteur(s) :  H. Merabti, D.Boucherma, K. Belarbi
Année :  2012
Domaine : Electronique
Conférence: The 3rd International Conference on welding, nondestructive testing and the industry of materials and alloys (ICWNDT-MI'12)
Lieu de la conférence:  Oran, Algeria
Résumé en PDF :  (résumé en pdf)
Fulltext en PDF :  (.pdf)
Mots clés :  predictive control, heuristics, optimization

Résumé : 

In this work, we compare the application of simple meta heuristics and hybrid for the on line optimal solution of the linear MPC. For these purpose, we consider two meta heuristics: particles swarm optimization, PSO, and gravitational search algorithm, GSA and a hybrid algorithm, PSO-GSA. Two linear systems are considered, a monovariable and multivariable system.