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In this approach, a specific architecture space (AS) with lower and upper limits for the number of neurons for each network layer is specified, from which the applied optimization algorithm searches for the optimal network structure for synthesizing new features.
The results obtained illustrate the necessity and usefulness of the applied optimization procedure.
The applied optimization technique results in significant improvements of the flowmeter design and performance.
The results are compared to that of standard PSO and previously applied optimization methods.
In this study, we applied optimization by use of adjusted profile likelihood, implemented in the R language and environment for statistical computing [25, 28].
The focus of the work lies on the challenges due to the increasing complexity which is affected by the ongoing development of often applied optimization models.
Similar(43)
In order to illustrate the efficiency of the proposed model, we first apply optimization software GAMS to solve the optimal timetable without considering locomotive assignment.
Various managerial implications of applying optimization models in product quality management of farmed salmon are discussed.
One way to reduce their energy consumption is to apply optimization methods when designing such plants.
This paper presents a review and analysis of the research applying optimization to flotation design problems.
From the performance point of view, it is necessary to apply optimization techniques on the design of the steam generator.
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