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Comparison between multi-objective and single-objective optimization for the modeling of dynamic systems
(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 ...
Multiobjective evolutionary algorithm approach in modeling discrete-time multivariable dynamics systems
(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 ...
Modeling automotive palm oil biodiesel engine using multi-objective optimization differential evolution algorithm
(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 ...