The light-weight architecture of the Daphnia pulex carapace is adapted to withstand tension, not compression.
Apart from the 20-year anniversary in 2014 of the first publication of the GERAM ('Generalised Enterprise Reference Architecture and Methodology') Enterprise Architecture Framework, the timeliness of this paper lies in the new interest in the use of systems theory in enterprise architecture (EA), and consequently, 'light-weight' architecture frameworks (AFs).
This strategy allows to cojointly optimize the classifier weights, architecture, and user-defined hyperparameters such as classification rate is maximized.
It consists of a hybrid model composed of a modular morphological neural network (MMNN) combined with a particle swarm optimizer (PSO), which searches for the best time lags to optimally describe the time series phenomenon, as well as estimates the initial (sub-optimal) parameters of the MMNN (weights, architecture and number of modules).
It is inspired on Takens Theorem and consists of an intelligent hybrid model composed of a Modular Morphological Neural Network (MMNN) combined with a Modified Genetic Algorithm (MGA), which searches for the particular time lags capable of a fine tuned characterization of the time series and estimates the initial (sub-optimal) parameters (weights, architecture and number of modules) of the MMNN.
In weighting architecture's aspects as essential, core, or some lesser status, a related question is whether one or another aspect is primary or necessary to any of the others.
Airy terrains shadowed by strains of pink and indigo frame an urbanscape populated with light-weight architecture.
Seven different model-asphaltenes with diverse molecular weights, architectures, and heteroatom contents are employed.
Developments in polymer chemistry have allowed the synthesis of polymers with controlled molecular weights, architectures, tacticity, and rich functionalities.
