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
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...
From the perspective of PDE, we need to establish a discrete domain to price American put option using the combined PINN. 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...
Ten thousand sets of random active and reactive power input values were generated using latin hypercube sampling [19]. From these, 50% were allotted to the collocation data set, for which we do not have to calculate and provide the OPF setpoints. 20% of the rest was considered training dat...
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...
Without a universally accepted sampling design for DSM, appropriate designs should align with project goals (Brus et al., 2011). Previous studies explored methods like random sampling (Lagacherie et al., 2020), grid sampling (Lai et al., 2021), and conditioned Latin Hypercube sampling (Br...
For each of the 100 runs, each of the 200 candidate experiments is randomly generated in [−1,1]n using a Latin hypercube strategy. Table B.5. Parameters of the wMaxVol statistical study. ParameterInstance 1Instance 2 n design variables 5 7 K candidate experiments 200 200 P model ...
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...