A Tutorial on Latin Hypercube Design of Experiments

Special Section on Multidisciplinary Design Optimization: Metamodeling in Multidisciplinary Design Optimization: How Far Have We Really Come?

(2014) Felipe A. C. Viana et al.   AIAA JOURNAL

Weighted space-filling designs

(2013) Veronica E Bowman et al.   Journal of Simulation

Constructing nearly orthogonal latin hypercubes for any nonsaturated run-variable combination

(2012) Alejandro S. Hernandez et al.   ACM Transactions on Modeling and Computer Simulation

Efficient global optimization algorithm assisted by multiple surrogate techniques

(2012) Felipe A. C. Viana et al.   JOURNAL OF GLOBAL OPTIMIZATION

Supersaturated designs: A review of their construction and analysis

(2012) Stelios D. Georgiou   JOURNAL OF STATISTICAL PLANNING AND INFERENCE

Optimizing Latin hypercube designs by particle swarm

(2012) Ray-Bing Chen et al.   STATISTICS AND COMPUTING

A comparison of two sampling methods for global sensitivity analysis

(2011) Stefano Tarantola et al.   COMPUTER PHYSICS COMMUNICATIONS

A novel algorithm of maximin Latin hypercube design using successive local enumeration

(2011) Huaguang Zhu et al.   ENGINEERING OPTIMIZATION

Efficient space-filling and non-collapsing sequential design strategies for simulation-based modeling

(2011) K. Crombecq et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Design of computer experiments: space filling and beyond

(2011) Luc Pronzato et al.   STATISTICS AND COMPUTING

Design optimization of supersonic jet pumps using high fidelity flow analysis

(2011) James Eves et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Latin hypercube sampling with inequality constraints

(2010) Matthieu Petelet et al.   AStA-Advances in Statistical Analysis

A comparison of design and model selection methods for supersaturated experiments

(2010) Christopher J. Marley et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Methodology for determining the acceptability of system designs in uncertain environments

(2010) Jack P.C. Kleijnen et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Construction of orthogonal Latin hypercube designs with flexible run sizes

(2010) Fasheng Sun et al.   JOURNAL OF STATISTICAL PLANNING AND INFERENCE

Space-filling Latin hypercube designs for computer experiments

(2010) Bart G. M. Husslage et al.   OPTIMIZATION AND ENGINEERING

Aerodynamic and heat transfer design optimization of internally cooling turbine blade based different surrogate models

(2010) Kuahai Yu et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Optimizing Latin hypercube design for sequential sampling of computer experiments

(2009) F. Xiong et al.   ENGINEERING OPTIMIZATION

Probabilistic analysis of an uncemented total hip replacement

(2009) Carolina Dopico-González et al.   MEDICAL ENGINEERING & PHYSICS

Bounds for Maximin Latin Hypercube Designs

(2009) Edwin R. van Dam et al.   OPERATIONS RESEARCH

Recent advances in surrogate-based optimization

(2009) Alexander I.J. Forrester et al.   PROGRESS IN AEROSPACE SCIENCES

Nested maximin Latin hypercube designs

(2009) Gijs Rennen et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Orthogonal-column Latin hypercube designs with small samples

(2008) Philip Prescott   COMPUTATIONAL STATISTICS & DATA ANALYSIS

A computational framework for derivative-free optimization of cardiovascular geometries

(2008) Alison L. Marsden et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Finding maximin latin hypercube designs by Iterated Local Search heuristics

(2008) A. Grosso et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Pitfalls of using a single criterion for selecting experimental designs

(2007) Tushar Goel et al.   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING