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AC output current waveform comparison between AFWATSMC and ASMC algorithms.
منشور في 2025الموضوعات: -
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Comparison of DC output voltage error signal for AFWATSMC and ASMC algorithms.
منشور في 2025الموضوعات: -
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Structure diagram of shell-and-tube condenser.
منشور في 2024"…Effective control of these structures is essential for optimizing energy usage and ensuring industrial system reliability. …"
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Comparison of optimization results.
منشور في 2025"…The process employs Maximum Second-order Cyclostationary Blind Deconvolution (CYCBD) to filter out noise from the vibration signals emitted by bearings; secondly, considering the issue with the conventional Harris Hawks Optimization (HHO) algorithm which tends to prematurely converge to local optima, the differential evolution mutation operator is introduced and the escape energy factor is improved from linear to nonlinear in IHHO; then, a double-layer network model based on DBN-ELM is proposed, to avoid the number of hidden layer nodes of DBN from human experience interference, and IHHO is used to optimize DBN structure, which is denoted as IHHO-DBN-ELM method; with the optimal structure is obtained by using a combined IHHO optimized DBN and ELM; in conclusion, the proposed IHHO-DBN-ELM approach is applied to the bearing fault detection using the Western Reserve University’s bearing fault dataset. …"
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The average optimization effects of the PSO-MIDAS against three benchmark models.
منشور في 2024الموضوعات: -
295
Errors from the LLM and simulated algorithms.
منشور في 2025"…In the field of Networking, LLMs can also play a major role when it comes to resource optimization and sharing. While Sumrate maximization has been a crucial factor for resource optimization in the networking domain, the optimal or sub-optimal algorithms it requires can be cumbersome to comprehend and implement. …"
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