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We will be formulating cost functions, taking derivatives and performing optimization with gradient descent.
The proposed dynamic modeling and optimization method is capable of performing optimization with greatly improved efficiency.
With the aim of performing optimization of complex integrated energy systems, simpler parameterized models of the CO2 capture process are developed.
Each optimization cycle consists of analyzing a number of designs, fitting surrogates for the responses, performing optimization based on the surrogates for a candidate optimum, and finally analyzing that candidate.
An increase of 41.9% in xylanase production was observed, after performing optimization techniques, including one-factor-at-a-time (OFAT) and Taguchi method, which indicates suitability of this method in microbiological processes optimizations.
It is especially useful for performing optimization task for periodic three-dimensional (3D) nanosystems through wide-range parametric sweep.
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The timesaving features of this language make it an attractive choice when performing optimizations.
The measure is easy to understand and also numerically and computationally stable when performing optimizations.
Their optimizations can contribute to perform optimization of reservoir stimulation.
This paper mathematically models this behaviour to perform optimization.
The performed optimization procedure obtains the converged solution.
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