The second best optimal condition that replaces Equation 2 isc F i + λ G i + μ ( F j i - h j G j i ) = 0 ∀ i ∈ 1.. n (4).
A 23 factorial, 6 axial, 6 centred central composite design was applied for developing a response surface, studying their effects on the desired dependent variables, and determining the best optimal condition.
RSM, RSM coupled with generic algorithm (GA), ANFIS-GA and ANN-GA were applied to optimize the process for best operating condition and ANN-GA gave the minimum acid value (0.64 mg KOH/g) under the best optimal condition of methanol/oil molar ratio 3.4 1, catalyst loading 0.39 vol.% and time 24.06 min.
In results, the best optimal conditions for the measurement of Cr3+ are: QDs = 100 µL, phosphate buffer 0.01 M, pH = 6, and for Pb2+ are: QDs = 75 µL, acetate buffer 0.01 M, pH = 5.
From such plots the best or optimal conditions are derived.
As NPPV is a harmful therapeutic in hypoxemic patients, especially in COPD patients, even when it is used in the best and optimal conditions by a skilled team [ 2, 3], it can be unsafe if used in nonoptimal conditions.
At the same time, the yield of polysaccharides under the optimal condition for best hydroxyl radical scavenging activity of polysaccharides (ultrasonic power of 80 W, extraction time of 14.91 min. and extraction temperature of 40°C) was predicted as 3.07% by Equation [4].
The best expression or optimal conditions subject to the highest current density of 158.34 mAcm− 2 were found to be at a NaOH concentration, temperature and catalyst loading of 5.24 M, 60 °C and 12 wt.%, respectively.
A recent metaanalysis concludes that overall, premedication appears beneficial, either in stabilizing vital signs or decreasing the duration of the procedure, but data is limited about which medications are best to achieve optimal conditions [ 15].
Since the number of available biometric samples is limited, 'leave-one-out' cross validation is employed to fine tune the training/ validation phase and estimate the best optimal weights under various noise conditions.
In this context, it would be required to explore optimal condition for achieving best gene delivery performance with reducing accidental individual death as possible, and we are planning to examine which mouse strain, its sex or its age, would be suitable for this purpose.
