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We recall that this method is based on a partitioning of the parameter space Ω into subsets, so called random elements.
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Basic types, characteristics and multiformity of periodic-impact motions of the system are achieved through multi-parameter simulation analyses which provide the partition of the parameter space into qualitatively different regions.
Therefore, we represent each partition of the parameter vector x as a single record.
Stability, partition of the parameter space and the equivalence of mosaic solutions with a multiple shift space are discussed therein.
This idea can be naturally extended to partitions of the parameter vector with more than two components.
As mentioned earlier, each machine stores a partition of the parameter vector and all the corresponding partitions of the ({s_i,y_i}) pairs.
The SGM is then applied locally on the partition of the parameter space, i.e. the problem is conditionally restricted to each random element.
For example, if the (j text{th}) machine stores the (j text{th}) partition of the parameter vector, it also ends up storing the (j text{th}) partition of the (s_i) and (y_i) vectors by performing all the computations locally.
In order to further look into this hypothesis we carried out a detailed model analysis and identified the partition of the parameter vector that accounts for the majority of the uncertainty in the model output.
In [ 12] an algorithm based on interval methods was suggested for a reliable and systematic search in order to obtain a complete partition of the parameter space.
Wastewater temperature was found to significantly affect both the separation of TS, VS, and total COD, and the partitioning of wastewater parameters between the particulate and soluble phases.
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CEO of Professional Science Editing for Scientists @ prosciediting.com