44 citations · 85 across the 6 of their papers we have counts for
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stat.ME2015★ 8 cited
Stochastic simulators based optimization by Gaussian process metamodels -- Application to maintenance investments planning issues
Thomas Browne, Bertrand Iooss, Loïc Le Gratiet +2
This paper deals with the optimization of industrial asset management strategies, whose profitability is characterized by the Net Present Value (NPV) indicator which is assessed by…
math.ST2015
Stochastic simulators based optimization by Gaussian process metamodels - Application to maintenance investments planning issues
Thomas Browne, Bertrand Iooss, Loïc Le Gratiet +1
This paper deals with the construction of a metamodel (i.e. a simplified mathematical model) for a stochastic computer code (also called stochastic numerical model or stochastic si…