Geom_point(data=subset(dat,are_grouped), color="blue",size=5,shape=3) +Ĭategorical criteria “aligned” (red triangle) and “grouped” (blue cross). Geom_point(data=subset(dat,are_aligned), color="red",size=5,shape=2) + Ggplot( dat, aes(x = min_separation, y = max_align_turn) ) + Sin embargo, el principal inconveniente de este esquema de estratificación es que sólo es uniforme en una dimensión y no proporciona propiedades de uniformidad en k-dimensiones. See previous example for categorical criteria definition. Mientras que en la técnica Latin Hypercube Media (MLHS), la subdivisión del intervalo se realiza con base a su punto medio. Like in previous example we are using categorical evaluation criteria but instead of exploring parameter space with (full) factorial design we use Latin hypercube sampling method from lhs package. Center for Connected Learning and Computer-Based Modeling, Northwestern University, Evanston, IL. Moreover, the sample generation for correlated components with Gaussian distribution can be easily achieved. We will only consider the case where the components of x are independent or can be transformed into an independent base. The sampling region is partitioned into a specific manner by dividing the range of each component of x. tion between different dimensions randomly, it can sig-. The Latin Hypercube Sampling (LHS) is a type of stratified Monte Carlo (MC). This example is using NetLogo Flocking model (Wilensky, 1998) to demonstrate exploring parameter space with categorical evaluation and Latin hypercube sampling (LHS). Latin hypercube sampling that introduces a minimal performance loss compared to the original.
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