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Comparing with other optimization algorithms, simulations suggest that RNN has strong ability to search for exact solutions under the condition of large scale constraints.
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To demonstrate these techniques, we focus on two large-scale constraint-satisfaction domains, Sudoku and circle packing.
We have developed a large-scale, constraint-based network model of the metabolic partnership between astrocytes and glutamatergic neurons that allows for a quantitative appraisal of the extent to which stoichiometry alone drives the energetics of the system.
"We've proven it can work on a very large scale within those constraints," said Mr. England.
To this end we employ the large scale in-silico constraint-based modelling approach of [ 21].
Suitable complexity can be obtained using a new depth first search procedure which is introduced here and provides a new algorithm that is specially designed for large scale problems with resource constraints.
It's not easy to solve the dispatch model, because it includes large scale mix variables and nonlinear constraints [24, 25].
We develop a new genetic algorithm to solve an integrated Equipment-Workforce-Service Planning problem, which features extremely large scales and complex constraints.
In addition to low HR, the paucity of available positive selection markers is a significant constraint on large scale reverse genetics in Z. tritici.
However, the major constraints related to large scale adoption of composting technology have been described to be their bulk volume, long time required for composting, incomplete decomposition of resistant components, lower nutrient values as compared to mineral fertilizers and, above all, the complicated processes of composting ([Chattopadhyay 2005]).
Cost constraints prevented a large scale or full interrogation of the iron metabolism gene pathway.
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