Orthogonal array-Latin hypercube sampling (OA-LHS) method is adopted to generate the initial set of parameter points. Metamodeling technique, radial basis functions (RBF), is utilized to construct the response surface fitting process parameters and simulation responses. RBF replaces expensive simulation...
Commonly used grid generation methods include uniform grid, equispaced grid, Latin hypercube sampling, and so on. Pricing analysis of American options by generating a grid is also used in the finite difference method. Kwok et al36. gave an equispaced grid, $$\begin{aligned} \Delta y=1.5\...
Latin hypercube sampling LP Linear programming LV Low voltage MCLP Maximal coverage location problem MCP Multiple country publication MCS Monte carlo simulation MILP Mixed integer linear programming MINLP Mixed integer nonlinear programming MIP Mixed integer programming MISOCP mixed integer second cone programmi...
Orthogonal array-Latin hypercube sampling (OA-LHS) method is adopted to generate the initial set of parameter points. Metamodeling technique, radial basis functions (RBF), is utilized to construct the response surface fitting process parameters and simulation responses. RBF replaces expensive simulation...
The Latin hypercube sampling (LHS) method [19] was used to establish the 𝑠𝑖si sample points, 𝑖=1,…,1000i=1,…,1000. The FE model was then evaluated for those 𝑠𝑖si designs. Mass and feasibility values obtained from this evaluation are represented in Figure 9. A feasibility...
The Latin hypercube sampling (LHS) method [19] was used to establish the 𝑠𝑖si sample points, 𝑖=1,…,1000i=1,…,1000. The FE model was then evaluated for those 𝑠𝑖si designs. Mass and feasibility values obtained from this evaluation are represented in Figure 9. A feasibility...
Principal component analysis of the prototype vectors was performed in Python. 4.6. On-Line Optimal Experimental Design To compare the performance of on-line OID with the off-line counterpart, we adopted the same sampling times (1 every 5 min), experiment duration (3000 min) and number of ...