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To improve the performance of CRC, this paper proposes a new dimensionality reduction method called Optimized Projection for Collaborative Representation based Classification (OP-CRC), which has the direct connection to CRC.
In this paper, we propose a new supervised DR method called Optimized Projections for Sparse Representation based Classification (OP-SRC), which is based on the recent face recognition method, Sparse Representation based Classification (SRC).
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We use a global optimization method called differential evolution to optimize both of them [ 25].
Mostafavi et al. [ 16] introduced a method, called SW, that simultaneously optimizes the weights on individual networks with respect to a group of related functional labels by solving a single-constrained linear regression problem.
A special preprocessing method called "auditory attention" is proposed to optimize the extraction of the arc sound signal, which includes region of interest (ROI) extraction and denoising.
A heuristic method called Scatter Search (SS) is applied to optimize the placement of braces for steel frames with semi-rigid joints.
Besides, an exact method, called branch-and-bound method via GAMS optimization software, is used to compare lower and upper bounds of Pareto fronts to optimize two single-objective problems separately.
The new method, called the DETPLASA algorithm, utilizes the simulated annealing (SA) technique to optimize the placement of the detectors in the core.
This paper proposes a method called, Moving Average-based Fuzzy Resource Scheduling (MV-FRS) for virtualized cloud environment to optimize the scheduling of resources through virtual machines.
Four-factor (temperature, pH, time and amount of dendrimer), five-level central composite design, artificial intelligence methods called group method of data handling neural network and imperialist competitive algorithm were used to optimize the modification condition.
Predictably, economic epidemiology, as this subfield is called, posits optimizing behavior on the part of individuals.
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