- Optimal Sliced Latin Hypercube Designs
2014/09/05 by Shan Ba, William R. Myers, William A. Brenneman · 163 citations
Computer Science · Decision Sciences · Engineering · Mathematics · #Advanced Multi-Objective Optimization Algorithms #Algorithm #Categorical variable #Column (typography) #Computer science #Hypercube #Latin hypercube sampling #Mathematical optimization #Mathematics #Monte Carlo method #Optimal Experimental Design Methods #Orthogonal array #Parallel computing #Permutation (music) #Space (punctuation) #Taguchi methods #VLSI and FPGA Design Techniques
- Efficient Nearly Orthogonal and Space-Filling Latin Hypercubes
2007/01/23 by Thomas M. Cioppa, Thomas M Cioppa, Thomas W. Lucas +1 · 331 citations
Computer Science · Decision Sciences · Mathematics · #A priori and a posteriori #Advanced Multi-Objective Optimization Algorithms #Algorithm #Computer experiment #Computer science #Flexibility (engineering) #Hypercube #Latin hypercube sampling #Mathematical optimization #Mathematics #Matrix (chemical analysis) #Monte Carlo method #Optimal Experimental Design Methods #Orthogonal array #Parallel computing #Physics #Probabilistic and Robust Engineering Design #Sample (material) #Simulation #Space (punctuation) #Statistics #Theoretical computer science
- Bayesian Design and Analysis of Computer Experiments: Use of Derivatives in Surface Prediction
1993/08/01 by Max D. Morris, Toby J. Mitchell, Donald Ylvisaker · 295 citations
Computer Science · Decision Sciences · Mathematics · #Advanced Multi-Objective Optimization Algorithms #Algorithm #Applied mathematics #Artificial intelligence #Computer experiment #Computer science #Cross entropy #Engineering design process #Function (biology) #Latin hypercube sampling #Mathematical optimization #Mathematics #Minimax #Monte Carlo method #Optimal Experimental Design Methods #Principle of maximum entropy #Probabilistic and Robust Engineering Design #Randomness #Sensitivity (control systems) #Simulated annealing #Statistics
- Large Sample Properties of Simulations Using Latin Hypercube Sampling
1987/05/01 by Michael Stein, Michael L. Stein · 1,982 citations
Decision Sciences · Engineering · Mathematics · #Applied mathematics #Asymptotically optimal algorithm #Computer science #Degree (music) #Discrete mathematics #Dynamics and Control of Mechanical Systems #Hypercube #Latin hypercube sampling #Mathematical optimization #Mathematics #Monte Carlo method #Probabilistic and Robust Engineering Design #Sample (material) #Sampling (signal processing) #Simple random sample #Simulation Techniques and Applications #Statistics #Variance (accounting) #Variance reduction