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Apart from the GLMs with fixed optimal method, the optimization of the ANN and RF algorithm needs more discussion.
In this method the optimization procedure to calculate the boundary conditions is not necessary.
Through this statistical method, the optimization of the overall parameters is demonstrated with a limited number of experimental trials.
In this method, the optimization of molecular docking is divided into two subproblems based on the different effects on the protein ligand interaction energy.
According to the constructal method, the optimization of the cooling design is organized in a sequence of steps that begins with the smallest volume element and continues with larger assemblies (constructs) of previously optimized building blocks.
Compared with the conventional level set method, the optimization problem can be solved simply by existing optimization techniques without the process to solve the 'Hamilton-Jacobi-type' equation by the difference method.
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The other method is the optimization method.
The constrained optimization problem (4) is solved by the SQP method of the optimization toolbox of MATLAB.
This method improved the optimization capability of genetic algorithms by enhancing exploitation and exploration processes.
Algorithm 1 gives a summary of the projected gradient method for the optimization problem in Equation (3).
Here, the SPE-ODE was the slowest method as the optimization involved the entire parameter space p and the integration of ODEs.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com