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According to this table, in the worst case, solution GAP between the proposed GA and the global optimum found by the LINGO software is 4.8%%.
Results of Monte Carlo simulation show that the robust optimal configuration of the integrated biorefinery is relatively immune to parametric uncertainties compared to the nominal optimum found using deterministic models.
There is a clear dependence on pH (Figure 3B), with an optimum found at pH 7 which coincides with the pKa value of imidazol.
As the local optimum found strongly depends on some initial guess, such approaches are often combined with stochastic strategies to achieve some desired global property [ 11- 13].
It was possible to measure the distance between the lowest GC % peaks at one chromosome extremity with the highest GC % optimum found in the adjacent EXT repeat (red line).
For each pair (dataset, cost vector), the following values are given: the decrement of the bound (from k start to k A ), the new optimum found (from o to o A ) and the new number of acyclic solutions (# A).
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Temperature optimum was found at 25°C and pH optimum at 5.5 (data not shown).
This insertion scheme inserts new point into the best optimum place instead of the first optimum place found.
Since the optimisation procedure may return only a local optimum as a solution, more than one optimum was found for each model.
The results marked in bold shows the distinction for the optimum solution found.
The optimum design found for Gemasolar is reasonably consistent with the scarce open data.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com