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For example, in group lasso (Yuan and Lin, 2006), the grouping structure of the inputs is assumed to be known, and the L q part of the L1/ L q norm is defined over regression coefficients for the members in each group, so that they are jointly set to zero or non-zero values.
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The parameters of the model are unknown and disturbance inputs are assumed to be present.
The disturbance inputs are assumed to be either unit-energy bounded or unit-peak bounded.
The exogenous inputs are assumed to be limited in both magnitude and rate of change.
The inputs were assumed at an 8-bit resolution and are realized with pipelining in order to increase the throughput.
This was partly because these inputs were assumed constant across areas with the same soil type and land use, which is probably not very realistic.
Moreover, the system inputs are assumed to be random white noises, modeling all the various and unknown influences on the system, either environmental or operational.
The last two equations describe the market clearing conditions, where any surpluses or deficits in inventory of palm oil outputs and inputs are assumed constant.
The occurrence times of the inputs are assumed to be described by a Poisson process, while the amounts of the material transferred by the batch units allowed changing according to general probability distributions.
In this article, the inputs are assumed to relatively be statistically stationary over the frequencies of interest, so the item ε i can also be termed as relatively statistically stationary.
Based on the earlier method of simultaneous change in desirable outputs and undesirable outputs following a hyperbolic function where fixed inputs are assumed, Chung et al. [13] proposed an application of a directional distance function as well as a productivity index known as the Malmquist-Luenberger productivity index.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com