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Dokumenttyp:
Konferenzbeitrag 
Autor(en):
P.S.Koutsourelakis 
Titel:
Simulation-based, high-dimensional stochastic optimization: application in robust topology optimization under large material uncertainties 
Abstract:
This talk is concerned with the optimization/design/control of complex systems character- ized by high-dimensional uncertainties and design variables. While analogous problems in a deterministic setting, and particularly in the context of PDE-based models, have been extensively studied and several algorithmic tools have been developed, their extension to stochastic settings poses several challenges. We discuss two alternative strategies. The first is based on stochastic approximation t...    »
 
Kongress- / Buchtitel:
MascotNum Workshop on Computer Experiments and Meta-models for Uncertainty Quantification 
Konferenzort:
ETH Zurich 
Publikationsdatum:
24.04.2014 
Jahr:
2014