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The illustration of this matter will be presented in "Computational analysis".
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We have organized the rest of the paper as follows: the computational methods adopted are presented in "Computational Method" section.
The award will be presented in July during the 13th U.S. National Congress on Computational Mechanics in San Diego, Calif.
In section "Solution strategy: sample average approximation" sample average approximation is presented to approximate the problem with sample size N. Metaheuristic method is introduced in section"The proposed Metaheuristic method"; Numerical results of the optimization method are presented in section"Computational experiments".
Thus, this network is presented in a computational framework that adheres to community standards and is entirely traceable.
From our perspective, the most balanced representation of mathematical concepts used in the modern neurosciences is presented in Theoretical Neuroscience: Computational and Mathematical Modeling of Neural Systems (Dayan and Abbott, 2001).
(A complete computational complexity analysis is presented in Section 5) Its superior computational complexity, compared to that of the Viterbi MLSE and MAP algorithms, is due to the high parallelism and high level of interconnection between the neurons of its underlying HNN structure.
The corresponding algorithms are presented in detail, including the computational complexity of the microscopic and mesoscopic models.
An interesting approach is presented in [15] where computational auditory scene analysis (CASA) elements are introduced in the separation scheme.
Comparisons of the proposed scheme with these previous approaches are presented in "Simulation results" and "Computational complexity" sections.
The whole corresponding technique is presented in Algorithm 3. The computational cost of the proposed algorithm is negligible compared to the FFT, and thus the C.C is O ( N s c log N s c ). Algorithm 3 Moments method.
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