Comparison of Particle Swarm Optimization Algorithms in Hyperparameter Optimization Problem of Multi Layered Perceptron by Kenta Shiomi, Tetsuya Sato, Eisuke Kita

Subjects: “…multi layered perceptron (MLP)…”
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Crashworthiness and optimization for foam-filled multi-layer composite lattice structures by Jiye Chen, Wangwang He, Hai Fang, Yong Zhuang, Zhixiong Zhang, Yufeng Zhao

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An Approach to Trustworthy Article Ranking by NLP and Multi-Layered Analysis and Optimization by Chenhao Li, Jiyin Zhang, Weilin Chen, Xiaogang Ma

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Optimal distribution of phosphorus compounds in multi-layered natural fabric reinforced biocomposites by K. Bocz, B. Szolnoki, A. Farkas, E. Verret, D. Vadas, K. Decsov, G. Marosi

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Study on Optimization of Mapping Method for Multi-Layer Cage Chicken House Environment by Zhaobo Zhang, Yanwei Yuan, Xin Dong, Yulong Yuan, Sa An, Yue Cao, Yang Li, Yuefeng Chen

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Detection of human activities using multi-layer convolutional neural network by Essam Abdellatef, Rasha M. Al-Makhlasawy, Wafaa A. Shalaby

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Antenna azimuth diagnosis based on multi-layer perceptron model by Xiangrong CHEN

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Multi-layer perceptron-particle swarm optimization: A lightweight optimization algorithm for the model predictive control local planner by Xiaoqing Guan, Tao Hu, Ziang Zhang, Yixu Wang, Yifan Liu, You Wang, Jie Hao, Guang Li

“…Then, a two-stage solving method of multi-layer perceptron pre-solving and particle swarm optimization re-optimizing is developed after splitting the cost function into two pieces. …”
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Efficient Ransomware Detection in Resource-Constrained Environments Using Optimized Multi-Layer Perceptron Networks by Tuxiang Lin, Rongliang Lin

“…To address these challenges, an optimized Multi-Layer Perceptron (MLP) model is proposed for real-time ransomware detection. …”
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Integrating Multi-Layer Perceptron Regression with Innovative Optimization for Accurate Building Cooling Load Prediction by Subhiya Zeynalli, Baharak Eslami

“…This study explores the application of a machine learning model called Multi-Layer Perceptron Regression (MLPR) for building cooling demand prediction. …”
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Multi-layer Embedded Optimization of Microgrid Capacity Considering Price and Incentive/Compensation Coupling Mechanism by Xianhui ZHU, Xu HU, Nan SHI, Yao ZHANG, Jingwen ZHONG

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Short-Term Energy Consumption Prediction in Korean Residential Buildings Using Optimized Multi-Layer Perceptron by Fazli Wahid, Do Hyeun Kim

“…In this paper, we present the prediction methodology for short-term energy consumption using optimized multi-layer perceptron. A total of 20 models of multi-layer perceptrons with different architectures were developed for hourly energy consumption prediction.  …”
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Transportation and production collaborative scheduling optimization with multi-layer coding genetic algorithm for non-pipelined wells by Qiushi Li, Yuze Li, Haitong Sun, Wei Song, Honghong Li, Xiaoyong Gao, Chaodong Tan, Yaoyun Liu, Hongbing Liu

“…In this paper, a genetic algorithm based on multi-layer coding is proposed. The first layer of the design code is the driving path of the oil tanker, and the second layer is the crude oil loading and unloading amount and the cumulative time. …”
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Bayesian Optimized Enhanced Ensemble Multi-Layer Perceptron for Rear-End Collision Prediction in IoV by Dilna Vijayan, Mohamed Saad, Ahmed M. Khedr

Subjects: “…Bayesian optimization…”
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Design Optimization of the Multi-layer Switched Reluctance Motor to Minimize Torque Ripple and Maximize Average Torque by Payam Vahedi, Babak Ganji, Seyed Ebrahim Afjei

Subjects: “…multi-layer switched reluctance motor…”
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Efficient Solar Cell Design through Grey Wolf Optimization: Multi-Layer Thickness Optimization for Enhanced Short-Circuit Current Density by Hamed Kargaran, Hassan Alipour, Maryam Amirhoseiny, Ghasem Alahyarizadeh

“…The research is conducted in two primary stages: single-layer optimization and multi-layer optimization. In the single-layer optimization phase, the ZnO optical spacer layer and the MoOx layer are optimized individually using the grey wolf method. …”
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Optimization design of cross border intelligent marketing management model based on multi layer perceptron-grey wolf optimization convolutional neural network by Zongping Lin, Jing Yang, Yabin Lian, Yanhong Chen, Zhonghui Huang, Kexin Ning

“…To address this issue, this article proposes a cross-border intelligent marketing model that integrates rating information and user labels using a multi-layer perceptron grey wolf optimization and convolutional neural network (MLP-GWO-CNN). …”
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Asymmetric Multi-Layer Compression: Decoupling Inter-Layer Coding Dependencies With a Learned Model by Luiz Henrique Cancellier, Andre Beims Brascher, Ismael Seidel, Mateus Grellert, Luis A. da Silva Cruz, Jose Luis Guntzel

Subjects: “…End-to-end optimization…”
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Multi-Layers Composite Plasma Coatings Based on Oxide Ceramics and M-Croll by F. I. Panteleenko, V. A. Okovity, O. G. Devоino, V. M. Astashinsky, F. Switala

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Optimal control of nonlinear systems using Multi-Layer Perceptron Neural Network and adaptive extended Kalman Filter by Esmat Sadat Alaviyan Shahri, Saeed Balochian

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