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In this work, the authors also implement an optimization tool which can specify the optimal power saving network topology.
The main issue objective of this work is to implement an optimIzation strategy through a two-layer structure where the search for optimal operational variables is made through of the algorithms optimization - Successive quadratic programming - SQP.
The approach combines the software EnergyPlus and MATLAB® to implement an optimization genetic algorithm and a smart research strategy.
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This method allows finding an exact optimal solution to the IP problem by implementing an optimization software with no need to introduce advanced heuristic methods.
We implemented an optimization routine that minimized the difference between the experiment and simulation lattice strains.
This analytical approach is particularly useful for implementing an optimization design tool for GSHP systems.
A skeleton in the mallba library implements an optimization method in one of the three families of generic optimization techniques offered: exact, heuristic and hybrid.
To this end, we implemented an optimization algorithm based on simulations applying finite element methods (FEMs), which maximizes the coil's sensitivity and thus signal-to-noise ratio (SNR) while incorporating boundary conditions such as the coil's electrical properties and a localized sensitivity needed for single-sided applications.
The method implements an optimization procedure designed to identify the best hydrogen bonding network based on a generic scoring function.
The first contribution is that we implement an effective optimization based classifier that gives very high performance and valuable insight into different type of cancer data sets.
While we could implement a simultaneous optimization procedure, we have not done this primarily because such an optimization scheme cannot easily be generalized to larger problems.
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