From the standpoint of evaluating the quality of the dimension reduction methodology, it is useful to reward approaches that give a high ratio R = (k* - 1)/ K, with R ∈ [0, (K - 1)/ K].
A geometrical interpretation is provided for the validity of the model reduction methodology based on Partial Equilibrium Approximation, by comparing its algorithm to that of the methodology based on Singular Perturbation Analysis.
The model reduction methodology of computational singular perturbation (CSP) is enhanced for chemical kinetics problems.
This paper is to establish the hazard reduction methodology for decommissioning of nuclear facilities.
The data reduction methodology applied in this paper is suitable for intralaminar fiber failure modes without significant delamination.
We followed the genomic reduction methodology described in detail by Maughan et al. [ 6].
The final test case applies the new model reduction methodology to a scoping MODFLOW model of Santa Barbara, CA composed of 113,578 cells, which requires solving 113,578 equations per time step, and reduces it to 127 equations.
The association of the inferred gene network with RA susceptibility was further analyzed by a case control study of promoter single-nucleotide polymorphisms, and the presence of epistatic interactions was determined using the multifactor dimensionality reduction methodology.
The results show high quality solutions, and high performance when the search space reduction methodology (SSRM) is used.
The newly proposed reduction methodology is used for development of accurate skeletal models predicting both ignition and flame speeds for several hydrocarbon fuels.
