Browsing by Author "Robiah, Ahmad"
Now showing items 1-5 of 5
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Comparison between multi-objective and single-objective optimization for the modeling of dynamic systems
Mohd Zakimi, Zakaria; Hishamuddin, Jamaluddin; Robiah, Ahmad; Sayed Mohammad Reza, Loghmanian (SAGE Publications, 2012-08)Modeling input-output data representing a dynamic system is a challenging task when multiple objectives are involved. The developed model needs to be parsimonious yet still adequate. To achieve these goals, two objective ... -
Effects of genetic algorithm parameters on multiobjective optimization algorithm applied to system identification problem
Mohd Zakimi, Zakaria; Hishamuddin, Jamaluddin; Robiah, Ahmad; Abdul Halim, Muhaimin (Institute of Electrical and Electronics Engineers (IEEE), 2011)The growing interest in multiobjective optimization algorithms and system identification resulted in a huge research area. System identification is about developing a mathematical model for representing the system observed. ... -
Modeling automotive palm oil biodiesel engine using multi-objective optimization differential evolution algorithm
Mohd Zakimi, Zakaria; Azuwir, Mohd Nor; Hishamuddin, Jamaluddin; Robiah, Ahmad (World Scientific and Engineering Academy and Society, 2014)Modeling automotive palm oil biodiesel engine using the propose algorithm called multi-objective optimization differential evolution (MOODE) is carried out in this paper. The performance of the system is analyzed to study ... -
Multiobjective evolutionary algorithm approach in modeling discrete-time multivariable dynamics systems
Mohd Zakimi, Zakaria; Hishamuddin, Jamaluddin; Robiah, Ahmad; Sayed Mohammad Reza, Loghmanian (Institute of Electrical and Electronics Engineers (IEEE), 2010)Multiobjective evolutionary algorithms are robust tool in solving many optimization problems. Model structure selection is a procedure in system identification procedures. This procedure counters two contradicting objective ... -
Perturbation parameters tuning of multi-objective optimization differential evolution and its application to dynamic system modeling
Mohd Zakimi, Zakaria; Hishamuddin, Jamaluddin; Robiah, Ahmad; Azmi, Harun; Radhwan, Hussin; Ahmad Nabil, Mohd Khalil; Muhammad Khairy, Md Naim; Ahmad Faizal, Annuar (Penerbit UTM Press, 2015-09-03)This paper presents perturbation parameters for tuning of multi-objective optimization differential evolution and its application to dynamic system modeling. The perturbation of the proposed algorithm was composed of ...