Sentence examples for an optimal network structure from inspiring English sources

Several comparisons were conducted to obtain an optimal network structure.

The structure learning phase consists of the growing-and-pruning algorithms of fuzzy rules to achieve an optimal network structure, and the parameter learning phase adjusts the interconnection weights of neural network to achieve favorable approximation performance.

Phycoremediation of arsenic (either As III) or As V)) ions from wastewater is optimized for determining the optimal network structure.

In this approach, a specific architecture space (AS) with lower and upper limits for the number of neurons for each network layer is specified, from which the applied optimization algorithm searches for the optimal network structure for synthesizing new features.

In our model, we do not rely on constraining the set of networks (e.g. to trees), and instead approximate the NP-Hard problem of determining the optimal network structure using a fast hill-climbing algorithm.

With a global optimization method, memory tabu search (MTS), we get the optimal network structure with the approximately best efficiency.

The optimal network structure is computed through a Markov Chain Monte Carlo (MCMC) [104] method.

A genetic algorithm is used to find the optimal network structure.

Here, hub nodes emerge and the optimal network structure becomes bow-tie-like as a consequence of limited cellular resource constraint.

Recently, to understand the signaling in distinct physiological situations, Terfve et al. [ 51] proposed a CellNOptR approach, which derives a Boolean logic model from a "prior knowledge network" and uses GA to search the optimal network structure that is consistent with the perturbation data.

The multi-period formulation allows studying the influence of the seasonal changes and demand fluctuations on the optimal network structure.