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To optimize the binning of the data, we use the Bayesian Hierarchical Clustering (BHC) package (Savage et al., 2009) to find an optimized binning and assume that this will then also be reasonably optimal for this analysis.
We provide a reasonably optimal answer to the natural question of the conditions under which an analytic function on an infinite-dimensional Hilbert space satisfies the Łojasiewicz gradient inequality.
Given these, we pursued the practical goal of achieving reasonably optimal relative homogeneity within strata and reasonably optimal relative heterogeneity between strata.
Figure 5 shows the final approved map of 18 strata, a reasonably optimal multivariable stratification solution.
To achieve a reasonably optimal result required several iterations on combinations of towns and summations of town MOS (Table 2).
In sum, we are confident that the solution is reasonably optimal for meeting our goals of heterogeneity between strata and homogeneity within strata.
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In particular, the sensitivity of the expected results to possible difficulties in finding commercially available CHP gas engines with sizes reasonably close to the optimal numerical solutions has been estimated.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com