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This paper aims at the development of a generic approach for the data-based determination of the complexity degree.
The theoretical analysis indicates the proposed algorithm has better time complexity degree compared with other similar algorithms.
The result showed that the texture complexity degree on the particle surface of limestone and granite decreased after abrasion, the relative flat site of surface increased, and the surface texture change of limestone was more significant.
Experiments in the testbed examine the interaction between (1) agents' resource limits in attentional capacity and inferential capacity; (2) agents' choice in communication; and (3) features of communicative tasks that affect task difficulty such as inferential complexity, degree of belief coordination required, and tolerance for errors.
Automatic control of robotic systems nowadays deals more and more with the implementation of different tasks to be achieved by the robot with distinct complexity degree, periodic or aperiodic, with local execution or distributed along a communication network and needing to deal with different kinds of hardware.
A comparison with Winfield taxonomy shows that the works are similar while the two are different in definition; (2) the complexity degree of MAF algorithms can't be concluded from the existing features.
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It is well known that in mesh-based discrete models the complexity (degrees of freedom) scales exponentially with the dimension of the space.
It quantifies the information that is lost when an estimated statistical model is used to describe reality and combines this goodness of fit with the complexity (degrees of freedom) of the model.
An F-test was subsequently used to evaluate improvements in the performance of the model (residual sum of squares) relative to changes in model complexity (degrees of freedom) [ 18].
Each methodology varied in data resolution, methodological complexity and degree of local participation.
Complexity: the degree of difficulty involved in implementing the technology and communicating benefits to stakeholders.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com