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A study on algorithms for optimization of Latin hypercubes

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References

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Cited by

2010Space-filling Latin hypercube designs for computer experiments166 cited
2021To Sobol or not to Sobol? The effects of sampling schemes in systems biology applications154 cited
2010Generalized Latin Hypercube Design for Computer Experiments122 cited
2005A method to improve design reliability using optimal Latin hypercube sampling100 cited

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2014Efficiency enhancement of optimized Latin hypercube sampling strategies: Application to Monte Carlo uncertainty analysis and meta-modeling93 cited

2016Review of improved Monte Carlo methods in uncertainty-based design optimization for aerospace vehicles88 cited

2012Optimizing Latin hypercube designs by particle swarm79 cited

2013An efficient optimum Latin hypercube sampling technique based on sequencing optimisation using simulated annealing75 cited

2009Design and analysis for the Gaussian process model68 cited

2011A novel algorithm of maximin Latin hypercube design using successive local enumeration67 cited

2012Noncollapsing Space-Filling Designs for Bounded Nonrectangular Regions61 cited

2014Using Genetic Algorithms to Design Experiments: A Review60 cited

2016Global sensitivity analysis using a Gaussian Radial Basis Function metamodel59 cited

2013Comparing Computer Experiments for the Gaussian Process Model Using Integrated Prediction Variance56 cited

2011Formulation of the Audze–Eglais uniform Latin hypercube design of experiments for constrained design spaces51 cited

2014Sampling efficiency in Monte Carlo based uncertainty propagation strategies: Application in seawater intrusion simulations50 cited