Efficiency enhancement of optimized Latin hypercube sampling strategies: Application to Monte Carlo uncertainty analysis and meta-modeling
نویسندگان
چکیده
منابع مشابه
Monte-Carlo based uncertainty analysis: Sampling efficiency and sampling convergence
Monte Carlo analysis has become nearly ubiquitous since its introduction, now over 65 years ago. It is an important tool in many assessments of the reliability and robustness of systems, structures or solutions. As the deterministic core simulation can be lengthy, the computational costs of Monte Carlo can be a limiting factor. To reduce that computational expense as much as possible, sampling ...
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ژورنال
عنوان ژورنال: Advances in Water Resources
سال: 2015
ISSN: 0309-1708
DOI: 10.1016/j.advwatres.2014.12.008