Výsledky vyhledávání - (automatic OR automation) (machine OR machinery) learning algorithm based on genetic algorithms

Flexible Automatic Design of GaN PA Based on Gaussian Process-Assisted Non-Dominated Sorting Genetic Algorithm Autor Wang, Weiwei, Sun, Bingjie, Chen, Shichang, Xu, Kuiwen, Cai, Jialin, Raffo, Antonio, Donato, Nicola, Crupi, Giovanni, Wang, Gaofeng

“… It employs a Gaussian process-assisted fast non-dominated sorting genetic algorithm (GP-NSGA-II) for both circuit synthesis and layout optimization…”
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Automatically Designing Network-Based Deep Transfer Learning Architectures Based on Genetic Algorithm for In-Situ Tool Condition Monitoring Autor Liu, Yuekai, Yu, Yaoxiang, Guo, Liang, Gao, Hongli, Tan, Yongwen

“… The limitation of in-situ TCM based on traditional deep learning lies in several aspects: the requirement of sufficient labeled data of health conditions, the empirically manual designed architecture, and the labor-intensive tuning of hyperparameters…”
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Medical Image Segmentation Using Automatic Optimized U-Net Architecture Based on Genetic Algorithm Autor Khouy, Mohammed, Jabrane, Younes, Ameur, Mustapha, Hajjam El Hassani, Amir

“… With the advent of deep learning, many manual design-based methods have been proposed and have shown promising results in achieving state-of-the-art performance in biomedical image segmentation…”
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Automatic Feature Extraction and Construction Using Genetic Programming for Rotating Machinery Fault Diagnosis Autor Peng, Bo, Wan, Shuting, Bi, Ying, Xue, Bing, Zhang, Mengjie

“… In this article, a novel diagnosis approach based on evolutionary learning, namely, automatic feature extraction and construction using genetic programming (AFECGP…”
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Hydrologically Informed Machine Learning for Rainfall‐Runoff Modeling: A Genetic Programming‐Based Toolkit for Automatic Model Induction Autor Chadalawada, Jayashree, Herath, H. M. V. V., Babovic, Vladan

“…Models of water resources systems are conceived to capture the underlying environmental dynamics occurring within watersheds. All such models can be regarded…”
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HARNAS: Human Activity Recognition Based on Automatic Neural Architecture Search Using Evolutionary Algorithms Autor Wang, Xiaojuan, Wang, Xinlei, Lv, Tianqi, Jin, Lei, He, Mingshu

“…Human activity recognition (HAR) based on wearable sensors is a promising research direction…”
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Development of a Genetic Algorithm-Based Control Strategy for Fuel Consumption Optimization in a Mild Hybrid Electrified Vehicle’s Electrified Propulsion System Autor Filho, Roberto H. Q., Ruiz, Rodrigo P. M., Fernandes, Eisenhawer de M., Filho, Rosalvo B., Pimenta, Felipe C.

“… One of the biggest challenges for HEVs’ development is the complexity of the hybrid control system, knowing when to actuate the electric machine, and the optimum power delivery, plus the gearshift schedule becomes a hard optimization…”
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An automatic software test-generation method to discover the faults using fusion of machine learning and horse herd algorithm Autor Arasteh, Bahman, Arasteh, Keyvan, Ghaffari, Ali

“… A time- and cost-effective method has been suggested in this research to produce test data automatically by utilizing machine learning and horse herd optimization algorithms…”
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A Unified Framework for Automatic Distributed Active Learning Autor Chen, Xu, Wujek, Brett

“… First, automated graph-based semi-supervised learning is conducted by aggregating the proposed cost functions from different compute nodes and jointly optimizing hyperparameters in both the…”
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An Optimization Method for Multi-Robot Automatic Welding Control Based on Particle Swarm Genetic Algorithm Autor Chen, Lu, Tan, Jie, Wu, Tianci, Tan, Zengxin, Yuan, Guobo, Yang, Yuhao, Liu, Chiang, Zhou, Haoyu, Xie, Weisi, Xiu, Yue, Li, Gun

“…This paper introduces an optimization method for multi-robot automated control welding based on a Particle Swarm Genetic Algorithm (PSGA…”
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Kinetic study in an automatic continuous‐flow photochemical platform with machine learning Autor Wang, Yuhan, Shen, Chong, Qiu, Min, Shang, Minjing, Su, Yuanhai

“… Then, we built an automatic platform, which included a photomicroreactor, a continuously controlled pump, a high‐power UV…”
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Automatic wheat ear counting using machine learning based on RGB UAV imagery Autor Fernandez‐Gallego, Jose A., Lootens, Peter, Borra‐Serrano, Irene, Derycke, Veerle, Haesaert, Geert, Roldán‐Ruiz, Isabel, Araus, Jose L., Kefauver, Shawn C.

“… An automatic ear‐counting system is proposed using machine learning techniques based on RGB (red, green, blue) images acquired from an unmanned aerial vehicle…”
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Dual-Objective Mixed Integer Linear Program and Memetic Algorithm for an Industrial Group Scheduling Problem Autor Zhao, Ziyan, Liu, Shixin, Zhou, MengChu, Abusorrah, Abdullah

“…-based nondominated sorting genetic algorithm II and two single-solution-based improvement methods, i.e…”
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Hybrid multiobjective genetic algorithms for integrated dynamic scheduling and routing of jobs and automated-guided vehicle (AGV) in flexible manufacturing systems (FMS) environment Autor Umar, Umar Ali, Ariffin, M. K. A., Ismail, N., Tang, S. H.

“…The paper presents an algorithm for integrated scheduling, dispatching, and conflict-free routing of jobs and AGVs in FMS environment using a hybrid genetic algorithm…”
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A method of deep network auto-training based on the MTPI auto-transfer learning and a reinforcement learning algorithm for vegetation detection in a dry thermal valley environment Autor Chen, Yayong, Zhou, Beibei, Xiaopeng, Chen, Ma, Changkun, Cui, Lei, Lei, Feng, Han, Xiaojie, Chen, Linjie, Wu, Shanshan, Ye, Dapeng

“… (MTPI, maximum transfer potential index method) and an RL (the MTSA reinforcement learning, Multi-Thompson Sampling Algorithm…”
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Benchmarking Biologically-Inspired Automatic Machine Learning for Economic Tasks Autor Lazebnik, Teddy, Fleischer, Tzach, Yaniv-Rosenfeld, Amit

“… In order to bridge this gap, automatic machine learning (AutoML) models have been developed, allowing non-experts to efficiently use advanced ML models with their data…”
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A multiobjective evolutionary algorithm for achieving energy efficiency in production environments integrated with multiple automated guided vehicles Autor He, Lijun, Chiong, Raymond, Li, Wenfeng, Budhi, Gregorius Satia, Zhang, Yu

“… and total energy consumption of both machines and AGVs. To solve this problem, an effective multiobjective evolutionary algorithm (EMOEA) is developed…”
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A pillar-based microfluidic chip for T-cells and B-cells isolation and detection with machine learning algorithm Autor Bilal Turan, Taisuke Masuda, Lei Wu, Anas Mohd Noor, Koji Horio, Toshiki Saito, Yasuyuki Miyata, Fumihito Arai

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A Hybrid Automatic System for the Diagnosis of Lung Cancer Based on Genetic Algorithm and Fuzzy Extreme Learning Machines Autor Daliri, Mohammad Reza

“… The proposed method is based on combination of genetic algorithm (GA) for the feature selection and newly proposed approach, namely the extreme learning machines (ELM…”
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Automated data processing for efficient development of multimodal machine learning models in tool wear detection Autor Valizadeh Sotubadi, Saleh, Mahjourian, Nazanin, Nguyen, Vinh

“… For this purpose, the ADP framework was designed based on a higher-level decision-making unit and a lower-level machine learning unit to select the best set of data processing methods, ML models…”
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