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The experiments reported here suggest that graph-based consensus clustering can improve the quality of individual clustering by using the efficient algorithm, K-means algorithm, to generate the ensemble with size 20-500) for both structurally diverse chemical datasets.
Results indicate that by using the efficient mix of mitigation measures the annual abatement potential could reach 10 million tCO2e, which represents 28% of current agricultural emissions in Spain.
According to the simulation results for several real network topologies, significant energy savings can be gained by using the efficient configuration of link weights in IP networks with homogeneous and heterogeneous network equipments by switching off a considerable number of core nodes.
Specifically, it cannot only exploit available spectrum resources based on spectrum sensing implemented in the physical layer, but also can help the network layer establish the route by providing the corresponding available spectrum information and satisfy the quality-of-service (QoS) requirement of the application layer by using the efficient dynamic resource allocation.
The remaining set of few large macro-states can be handled at the cost of longer runtimes by using the efficient local sampling scheme for macro-state transition probabilities presented in (Mann and Klemm, 2011).
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Based on the Lyapunov-Krasovskii functional approach, several sufficient conditions of exponential stabilization for this class of uncertain nonlinear systems with state delay are proposed, which have been expressed in terms of linear matrix inequalities (LMIs) whose feasibility can be easily checked by using the numerically efficient Matlab LMI Toolbox.
We also optimize the EnKF calculation for large datasets by using the computationally efficient UR decomposition.
The ultimate aim of the project was to try to optimize the load capacity of the joints by using the most efficient bolt configuration.
In the case of square-root asymptotics, important for fracture mechanics, hydraulic fracturing and mining applications, the number of starting integrals is 5, and we show that they can be evaluated by using the highly efficient algorithms suggested.
The algorithm is designed to favour competency at the expense of efficiency where a competency gain is deemed highly likely to be achieved by using the less efficient approach.
Novel three-dimensional nitrogen-doped activated graphene-like nanosheets (3-D NAGNs) have been synthesized from inexpensive ion exchange resin, by using the an efficient activation-graphitization-doping synchronous strategy.
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