GitHub

diantw00rd/survey_variables_sampling

This project implements Latin Hypercube Sampling (LHS) and Fractional Factorial Design (FFD) methods to generate scenarios for a stated preference survey. The survey focuses on examining the factors ...
GitHub

Using Latin hypercube sampling for generating initial population of NSGA2

I want to run the NSGA-II in python interface with points generated by Latin hypercube sampling as initial position.. I would like to know how can I use data gain by Latin hypercube sampling gained by ...
IEEE

Space-Filling Latin Hypercube Design for Efficient Bayesian Optimization With Application to Semiconductor Development

Abstract: In this study, we present an initial experimental design for Bayesian optimization (BO) applied to the semiconductor process development. For efficient BO, it can be effective to draw ...
IEEE

Safety Assessment Method for Wind-Solar Systems Based on Improved Latin Hypercube Sampling

Abstract: In response to operational stability challenges stemming from the inherent randomness and volatility of high-penetration wind-solar power sources in the grid, it is crucial to statistically ...