Results 61 to 70 of about 63,498 (165)

A Side Lobe Level Reduction Method Using Simulated Annealing Algorithm in a Uniform Arc Array

open access: yesArchives of Acoustics
In general, the amplitude-weighting method for an acoustic transducer array is widely used to improve the array directivity and reject disturbances. This paper presents a method to effectively reduce the side lobe level while minimizing the main lobe ...
Song-Il KANG   +4 more
doaj   +1 more source

Application of a SODOSM-based MCDM method for evaluating comprehensive fruit quality: A case study of pineapple.

open access: yesPLoS ONE
This study constructs an evaluation index system and model by integrating objective evaluation methods such as the entropy weight method and TOPSIS with subjective evaluation methods like Delphi and AHP. By analyzed the scatter plots of the comprehensive
Ru Zhou   +5 more
doaj   +1 more source

Improving plant-available water estimation using model averaging of national soil water models

open access: yesFrontiers in Soil Science
IntroductionMultiple operational soil water balance (SWB) models provide real-time estimates of soil moisture across Australia, yet differences in model structure and outputs introduce uncertainty for end users. Model averaging offers a potential pathway
Brendan P. Malone   +6 more
doaj   +1 more source

A New Approach of MRI and CT-Scan Images Fusion using Texture Segmentation and Fuzzy Weighting in Wavelet Transfer

open access: yesتحلیل مدارها، داده ها و سامانه ها
CT images provide information about bony structures but cannot support tissue information, whereas MRI images show details about soft tissues. Obtaining the maximum information and key features from the source images, increasing the visual quality and ...
Khalil Mowlani   +2 more
doaj  

Topology Optimization of the IPMSM for HEVs Using a Normalized Gaussian Network With Divided Region Method for Weighting Coefficients

open access: yesIEEE Access
In this paper, topology optimization of the rotor flux-barrier of an interior permanent magnet synchronous motor using a normalized Gaussian network is proposed to improve traction in a hybrid electric vehicle.
Ha-Jin Kim, Dong-Kuk Lim
doaj   +1 more source

Improved Deadbeat Algorithm‐Based Sequential Model Predictive Control Strategy for QZSI‐PMSM System

open access: yesThe Journal of Engineering
The conventional model predictive control (MPC) for the quasi‐Z‐source inverter–permanent magnet synchronous motor (QZSI‐PMSM) system suffers from conflicts between the modulation coefficients of both sides and many weighting coefficients in the cost ...
Zhun Cheng   +5 more
doaj   +1 more source

Practical Approach to Studying Evolutionary Methods for Setting Weight Coefficients of Artificial Neural Networks

open access: yesЦифровая трансформация
The article describes the problems of developing neurocontrollers for controlling dynamic objects, including the complexity of forming training data sets. It is indicated that one of the known methods for training an artificial neural network controlling
D. O. Petrov
doaj   +1 more source

Rethinking Attention Weights as Bidirectional Coefficients

open access: yesJournal of Data Science
Attention mechanism has become an almost ubiquitous model architecture in deep learning. One of its distinctive features is to compute non-negative probabilistic distribution to re-weight input representations. This work reconsiders attention weights as bidirectional coefficients instead of probabilistic measures for potential benefits in ...
Yuxiang Huang   +2 more
openaire   +1 more source

A robust coefficient of determination based on implicit weighting

open access: yesApplications of Mathematics
In the linear regression model, the standard coefficient of determination $R^2$ and its weighted counterpart are commonly used to assess the quality of the linear fit. However, both metrics are susceptible to the influence of outliers and heteroskedasticity within the dataset. This paper introduces a robust version of $R^2$, based on the least weighted
openaire   +2 more sources

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