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The results of the study indicate that MOGA-II is an efficient tool to optimize input parameters.
A new genetic algorithm-based synchronized search is proposed to optimize input variable time lags and data-driven model parameters simultaneously.
The model is able to optimize input variables and also approximately predict the response inside of the actual experimental region that confirmed by minimum standard error (Figure 1) [33].
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When optimizing input parameters separately from the light model, a 2 18% MAPE was realized.
Aspects involved are also bio-refinery, bio-cascading (implying use of all biomass components for products with the highest possible value) and optimizing input and output for seasonal variations in availability and demand.
ThingThing CEO Olivier Plante says Palm was looking for an "out of the box optimized input method" — and more than that "high customization".
For the purpose of optimizing input data for comparative expression analysis, ambiguous measurements of gene expression, for example, probes associated with more than two genomic loci or control probes, were discarded.
The process of agricultural intensification is likely to accelerate given the need to better use existing land and other resources by optimizing inputs or shifting to renewable inputs and maximizing outputs.
The estimation results obtained using an optimal input are compared with those obtained with an input optimized in a more classical context (Gaussian measurement noise and parameters a priori known to belong to some boxes).
The difficulty for analyzing the optimal input policy for the controlled Markov process in (31) is that the state space {π n (t),μ n (t)} is uncountable and discretization is needed for optimizing the input policy.
Furthermore the optimization capabilities in design-expert software were used to numerically optimize the input parameters and the optimal solutions generated indicate that for same levels of dilution, higher deposition rates were achieved in UGMAW process thus establishing that UGMAW process can prove to be a good choice for low cost surfacing applications.
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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