Study of Uncertainties and Objective Function Modeling Effects on Probabilistic Optimization Results

[1]  Simon Moritz Göhler,et al.  Robustness Metrics: Consolidating the multiple approaches to quantify Robustness , 2016 .

[2]  Karen Willcox,et al.  Sensitivity analysis methods for mitigating uncertainty in engineering system design , 2018, Syst. Eng..

[3]  Alaa Chateauneuf,et al.  Benchmark study of numerical methods for reliability-based design optimization , 2010 .

[4]  Kalyanmoy Deb,et al.  Introducing Robustness in Multi-Objective Optimization , 2006, Evolutionary Computation.

[5]  R. Caflisch.  Monte Carlo and quasi-Monte Carlo methods , 1998, Acta Numerica.

[6]  G. L. Soares,et al.  Algoritmos determinístico e evolucionário intervalarespara otimização robusta multi-objetivo , 2008 .

[7]  John E. Dennis,et al.  Normal-Boundary Intersection: A New Method for Generating the Pareto Surface in Nonlinear Multicriteria Optimization Problems , 1998, SIAM J. Optim..

[8]  Wei-Ning Yang,et al.  Using Common Random Numbers and Control Variates in Multiple-Comparison Procedures , 1991, Oper. Res..

[9]  Nicolas Gayton,et al.  On the consideration of uncertainty in design: optimization - reliability - robustness , 2016 .

[10]  Bernhard Sendhoff,et al.  Robust Optimization - A Comprehensive Survey , 2007 .

[11]  Pascal Lafon,et al.  Optimization of coastal structures: Application on detached breakwaters in ports , 2013 .

[12]  Pascal Lafon,et al.  OPTIMISATION OF BREAKWATERS DESIGN TO PROTECT OFFSHORE TERMINAL AREA , 2014 .

[13]  Manuel Paredes,et al.  An optimization process for extension spring design , 2001 .

[14]  Kiran Solanki,et al.  System reliability based vehicle design for crashworthiness and effects of various uncertainty reduction measures , 2009 .

[15]  Pascal Lafon,et al.  On the formulation of optimization problems under uncertainty in mechanical design , 2018, International Journal on Interactive Design and Manufacturing (IJIDeM).

[16]  Raphael T. Haftka,et al.  Using response surface approximations in fuzzy set based design optimization , 1999 .

[17]  Indrajit Mukherjee,et al.  A review of optimization techniques in metal cutting processes , 2006, Comput. Ind. Eng..

[18]  Qinghong Chen,et al.  Comparing Probabilistic and Fuzzy Set Approaches for Designing in the Presence of Uncertainty , 2000 .

[19]  J. Havinga,et al.  Sequential improvement for robust optimization using an uncertainty measure for radial basis functions , 2017 .

[20]  Gilles Pujol,et al.  L'incertitude en conception : formalisation, estimation , 2009 .

[21]  Norman H. Princen,et al.  Model Uncertainty: A Challenge in Nonlinear Coupled Multidisciplinary System Design , 2018 .