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However, the full search algorithm notoriously needs high computation load and large memory size [12 14].
The fast maximum likelihood estimation, one iterative method based on particle filter, is designed to solve the problem of high computation load.
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However, it has a relatively higher computation load and many user-defined parameters to be set.
For the large-scale adaptive array, computation load and high data rate are two main bottlenecks for realization of the adaptive monopulse method.
It is also verified by experimental results that the proposed general DNN architecture possesses higher prediction accuracy and lower computation load than those of conventional DNN architectures.
Therefore, an efficient VDFC technique, which offers a low computation load and provides high edge quality, is required.
Due to that, the communication burden grows with the number of neighbours, and it means that the communication and computation load can be high.
This may be because the heavy computation load required by higher degree polynomials will encumber the correction process.
This strategy has the benefit of attaining higher estimation accuracy only when necessary without causing excessive computation load.
They open wide possibilities in the field of noisy and high-computing-load objective functions optimization (from 2 min to several days) like, for instance, industrial shape optimization based on computation fluid dynamic codes or partial differential equations solvers.
In such a high dimensional MDP, the curse of dimensionality 1 becomes more evident [17]; the computation load grows quickly if the cardinality of any tuple in the state variable is large.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com