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Then, it applies repair heuristics to refine this solution.
We can further refine this solution by an iterative correction process as follows.
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Because best solutions cannot be computed in reasonable time, we chose to quickly approximate a solution using a greedy tiling algorithm and to refine this pre-solution.
This is known as successive convex approximation (SCA) whose goal is to refine the solution found for the relaxed problem in order to close the gap between the approximated and the optimum resource allocation.
Then, the SQP method is employed to refine the solution.
Fourthly, an elite stochastic learning (ELS) method is used to refine the solution.
Secondly, a local learning method using a competitive penalized method is developed to refine the solution.
Finally, IP is called again to further refine the solution during the remaining time.
The iterative corrections greatly help refine the solution to better accuracy.
The second step used the cluster centers from the hierarchical method to refine the solution using a k-means cluster analysis.
From the conception of an embedded controller to its implementation, the designer must refine the solution trying to minimize the final cost while satisfying functional and non functional requirements.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com