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This paper introduces an alternative approach called piece-wise quasi-linear modeling methodology to split the data set into linear subsets when single linear calibration model failed to describe the whole data with desired residuals. The paper treats the linear models describing the sought-for subsets as hyperplanes in the data space. A modified genetic algorithm splits the data set into linear subsets...
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