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Also, for each prediction model generated, it uses a behavioral statistical test and a phase fix procedure to adjust time phase distortions observed in stock market time series.
After the MMNN parameters adjustment, we use a behavioral statistical test and a phase fix procedure to adjust time phase distortions observed in financial time series.
After adjusting the model, it performs a behavioral statistical test and a phase fix procedure to adjust time phase distortions observed in financial time series.
Also, for each forecasting model generated, we use a phase fix procedure to adjust time phase distortions that appear in financial time series.
The learning process includes an automatic phase fix procedure that is geared at eliminating time phase distortions observed in some time series.
Since the voxel size was larger and only univariate analyses were conducted, we did not perform data de-noising with the FIX procedure.
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In order to deal with the complexity of the scheduling model, we develop a Lagrangian relaxation-based decomposition approach equipped with a variable fixing procedure and a primal heuristics to obtain high-quality solution of instances of the problem.
186 (1997) 563) that in axial gauge the Chern Simons action function is quadratic and that the Faddeev-Popov determinant of this gauge fixing procedure is a constant function.
Since the resulting robust problem can prove very challenging even for a modern state-of-the art optimization solver, we propose to solve it by an original primal heuristic that combines a probabilistic variable fixing procedure, guided by peculiar Linear Programming relaxations, with a Mixed Integer Programming heuristic, based on an exact very large neighborhood search.
Literature [17] proposed a spectrum sharing model for cognitive radio networks based on mixed integer nonlinear programming with the objective of minimizing the required network-wide spectrum resource for a set of user sessions, and developed a near-optimal algorithm based on the sequential fixing procedure.
Cell line Aa23 infected with Wolbachia was also used, following the fixing procedure described in [78].
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