This contribute deals with the use of Kriging surrogates in multi-objective engineering design optimization. The surrogate management issue to find a tradeoff between accuracy, efficiency and solutions quality is addressed. A Data Envelopment, Analysis (DEA) approach to the performance assessment is proposed. The method is applied to carry out a comparative analysis of different strategies for a case study devoted to the design of a component of the injection system for compressed natural gas (CNG) engines.

Performance evaluation of the evolution control in design optimization assisted by Kriging surrogates / Dellino, Gabriella; Lino, Paolo; Meloni, Carlo; Rizzo, Alessandro. - STAMPA. - (2007), pp. 49-51. (Intervento presentato al convegno 5th International Industrial Simulation Conference, ISC 2007 tenutosi a Delft, NL nel June 11-13, 2007).

Performance evaluation of the evolution control in design optimization assisted by Kriging surrogates

Paolo Lino;Carlo Meloni;
2007-01-01

Abstract

This contribute deals with the use of Kriging surrogates in multi-objective engineering design optimization. The surrogate management issue to find a tradeoff between accuracy, efficiency and solutions quality is addressed. A Data Envelopment, Analysis (DEA) approach to the performance assessment is proposed. The method is applied to carry out a comparative analysis of different strategies for a case study devoted to the design of a component of the injection system for compressed natural gas (CNG) engines.
2007
5th International Industrial Simulation Conference, ISC 2007
978-90-77381-34-2
Performance evaluation of the evolution control in design optimization assisted by Kriging surrogates / Dellino, Gabriella; Lino, Paolo; Meloni, Carlo; Rizzo, Alessandro. - STAMPA. - (2007), pp. 49-51. (Intervento presentato al convegno 5th International Industrial Simulation Conference, ISC 2007 tenutosi a Delft, NL nel June 11-13, 2007).
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11589/17555
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