Zoekresultaten - Muhammad Ali Imran
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Behavioral Study of Bayesian Neural Networks Under a Typical Surrogate Model-Assisted Evolutionary Search Framework
Gepubliceerd in 2025-01-01Volledige tekstThe machine learning method for surrogate modeling is a keystone in surrogate model-assisted evolutionary algorithms (SAEAs). The current arguably most widely used surrogate modeling methods in SAEAs are Gaussian process and radial basis function. This paper investigates the behavior of a machine le...
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Rate optimization using low complex methods with reconfigurable intelligent surfaces
Gepubliceerd in 2023-09-01Volledige tekstWith the help of a developing technology called reconfigurable intelligent surfaces (RISs), it is possible to modify the propagation environment and boost the data rates of wireless communication networks. In this article, we optimized the phases of the RIS elements and performed a fair power alloca...
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