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'The missions are protecting the forest area, rehabilitating forest, encouraging the conservation of resources, optimising the function of forest utilisation, encouraging people's participation in forestry development,' Sastrawan said.
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Classification algorithms, in particular, optimise the function specifically to the region of selection; this may explain the differences observed at higher or lower percentiles.
Positive selection is guided by immediate selective advantage, whereas purifying selection may optimise the function of already existing adaptations (e.g., reduce energy costs, increase reliability and adaptability).
Real time control (RTC) is increasingly seen as a viable method to optimise the functioning of wastewater systems.
Recently there has been an acknowledgement that many community detection algorithms - in particular all those that rely on optimising the quality function known as modularity - impose an artificial resolution limit on the communities detected [ 22].
However, how to modulate rationally and optimise the metabolic function of these naturally engineered acidic ecosystems remains unclear.
Using the Lagrange Multiplier method, we need to optimise the objective function by solving = 0, where is an unknown parameter (or alternatively = 0).
Now the usual procedure is to find, for a given which is a guessed value for the switching time, which optimises the objective function subject to the constraint (written as ).
Instead of fitting all the data, classification algorithms optimise the approximating function to separate the best and worst individuals.
In fact, we could have chosen a SVM solution where the goal was to optimise the loss function AUC (4) directly, see e.g. Joachims [ 23, 24].
For increasing values of the provided reactions fluxes, FlexFlux optimises the objective function and calculates a shadow-price value for each point.
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