Search Results - Automatic machinery learning algorithm based on genetic algorithms*

Research on Efficiency Improvement Technology of Wide Range Centrifugal Pump Based on Genetic Algorithm and Internal Flow Loss Diagnosis.

Authors: Liu, Zhenbo Ji, Leilei Pu, Wei et al.

Source: Water (20734441); Dec2024, Vol. 16 Issue 23, p3402, 28p

Subject Terms: PRODUCTION losses, ROTATING machinery, GENETIC algorithms, CENTRIFUGAL pumps, ROTATIONAL motion, MECHANICAL energy

Multi-Voyage Path Planning for River Crab Aquaculture Feeding Boats.

Authors: Sun, Yueping Guo, Peixuan Wang, Yantong et al.

Source: Fishes (MDPI AG). Aug2025, Vol. 10 Issue 8, p420. 27p.

Subject Terms: *GENETIC algorithms, *REINFORCEMENT learning, *FRESHWATER crabs, *ROBOTIC path planning, *MATHEMATICAL optimization, *MARICULTURE, *OBSTACLE avoidance (Robotics)

Design of nonlinear control system for motion trajectory of industrial handling robot.

Authors: Zhao, Haoming Zhang, Xinling

Source: Advanced Control for Applications; Jun2024, Vol. 6 Issue 2, p1-15, 15p

Subject Terms: INDUSTRIAL robots, AUTOMATIC machinery, LAGRANGE equations, ANGULAR acceleration, TORQUE

A clustering-aided multi-agent deep reinforcement learning for multi-objective parallel batch processing machines scheduling in semiconductor manufacturing

Authors: Peng Zhang Mengyu Jin Ming Wang et al.

Source: Measurement + Control, Vol 58 (2025)

Subject Terms: 0209 industrial biotechnology, Control engineering systems. Automatic machinery (General), TJ212-225, 0211 other engineering and technologies, T1-995, 02 engineering and technology, Technology (General)

Access URL: https://doaj.org/article/3035953ce3c7462bbe79970cb38ea0e8

Abnormal Detection and Fault Diagnosis of Adjustment Hydraulic Servomotor Based on Genetic Algorithm to Optimize Support Vector Data Description with Negative Samples and One-Dimensional Convolutional Neural Network

Authors: Xukang Yang Anqi Jiang Wanlu Jiang et al.

Source: Machines, Vol 12, Iss 6, p 368 (2024)

Subject Terms: one-dimensional convolutional neural networks, genetic algorithm, TJ1-1570, 0202 electrical engineering, electronic engineering, information engineering, Mechanical engineering and machinery, 02 engineering and technology, fault diagnosis, support vector data description, fault detection, adjustment hydraulic servomotor

Access URL: https://doaj.org/article/53c2c28d089542728eefe2d4c29e2835

A novel deep learning-based 1D-CNN-optimized GRU approach for heart disease prediction

Authors: Jini Mol G. Ajith Bosco Raj T.

Source: Automatika, Vol 66, Iss 1, Pp 79-90 (2025)

Subject Terms: T59.5, Automation, genetic algorithm (GA), Control engineering systems. Automatic machinery (General), TJ212-225, SMOTE-ENN, 1D-CNN, optimized GRU (OGRU)

Access URL: https://doaj.org/article/f0ca2a0189ee4810b9f4232cda2a060a

Physics‐Based Human‐in‐the‐Loop Machine Learning Combined with Genetic Algorithm Search for Multicriteria Optimization: Electrochemical CO2 Reduction Reaction

Authors: Naohiro Fujinuma Samuel E. Lofland

Source: Advanced Intelligent Systems, Vol 5, Iss 5, Pp n/a-n/a (2023)

Subject Terms: 0301 basic medicine, correlation analyses, SHapley Additive exPlanations, Computer engineering. Computer hardware, 0303 health sciences, Artificial Intelligence and Robotics, Control engineering systems. Automatic machinery (General), 7. Clean energy, carbon dioxide reduction reaction, genetic algorithms, TK7885-7895, 03 medical and health sciences, machine learning, Materials Science and Engineering, TJ212-225

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Access URL: https://doaj.org/article/a276dc412fe24f4085557a914382bc89

Social spider optimization algorithm for tuning parameters in PD-like Interval Type-2 Fuzzy Logic Controller applied to a parallel robot

Authors: Amjad J. Humaidi Huda T Najem Ayad Q. Al-Dujaili et al.

Source: Measurement + Control, Vol 54 (2021)

Subject Terms: MATLAB, Artificial intelligence, 0209 industrial biotechnology, Robot, Robustness (evolution), Control (management), 3-Revolute-Revolute-Revolute robot, Type-2 Fuzzy Sets, 02 engineering and technology, Biochemistry, Gene, Engineering, Interval Type-2 Fuzzy Logic, Artificial Intelligence, Fuzzy Rule-Based Systems, Control theory (sociology), 0202 electrical engineering, electronic engineering, information engineering, T1FL controller, T1-995, Type-2 Fuzzy Logic Systems and Applications, Swarm Intelligence Optimization Algorithms, Fuzzy Logic Systems, Technology (General), Interval Type-2 FLC, Control engineering systems. Automatic machinery (General), Control engineering, Revolute joint, Computer science, Fuzzy logic, Algorithm, Chemistry, Operating system, Fuzzy control system, Particle Swarm Optimization, TJ212-225, Application of Genetic Programming in Machine Learning, Social Spider Optimization (SSO), Computer Science, Physical Sciences

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Access URL: https://journals.sagepub.com/doi/pdf/10.1177/0020294021997483
https://doaj.org/article/972d3abdae3d43899b860c03f9103144
https://journals.sagepub.com/doi/full/10.1177/0020294021997483
https://journals.sagepub.com/doi/pdf/10.1177/0020294021997483
http://journals.sagepub.com/doi/10.1177/0020294021997483

Intelligent Monitoring System for Deep Foundation Pit Based on Digital Twin.

Authors: Pan, Peng Sun, Shuo-Hui Feng, Jie-Xun et al.

Source: Buildings (2075-5309); Feb2025, Vol. 15 Issue 3, p366, 24p

Subject Terms: BUILDING foundations, OPTIMIZATION algorithms, BORED piles, ELASTIC modulus, DIGITAL twin

基于遗传算法优化 Canny 算子的织绣文物纹样抽取方法研究. (Chinese)

Alternate Title: Research on the extraction method of woven and embroidered artifacts' patterns based on genetic algorithm optimization of Canny operator. (English)

Authors: 张 宇 张 健 齐 林

Source: Journal of Silk; 2024, Vol. 61 Issue 6, p1-12, 12p

Obtaining and Characterization of Nutraceuticals Based on Linoleic Acid Derivatives Obtained by Green Synthesis and Their Valorization in the Food Industry.

Authors: Dehelean, Cristina Adriana Boru, Casiana Macașoi, Ioana Gabriela et al.

Source: Nutrients. Aug2025, Vol. 17 Issue 15, p2416. 72p.

Abnormal Detection and Fault Diagnosis of Adjustment Hydraulic Servomotor Based on Genetic Algorithm to Optimize Support Vector Data Description with Negative Samples and One-Dimensional Convolutional Neural Network.

Authors: Yang, Xukang Jiang, Anqi Jiang, Wanlu et al.

Source: Machines; Jun2024, Vol. 12 Issue 6, p368, 21p

Subject Terms: CONVOLUTIONAL neural networks, DEEP learning, DIMENSIONAL reduction algorithms, FAULT diagnosis, FEATURE extraction, VECTOR data, SERVOMECHANISMS, WAVELET transforms

Static video summarization based on genetic algorithm and deep learning approach.

Authors: Benoughidene, Abdelhalim Titouna, Faiza Boughida, Adil

Source: Multimedia Tools & Applications; Apr2025, Vol. 84 Issue 13, p12487-12512, 26p

Subject Terms: MACHINE learning, VIDEO summarization, INFORMATION technology, INFORMATION storage & retrieval systems, ARTIFICIAL intelligence

An MPI-based parallel genetic algorithm for multiple geographical feature label placement based on the hybrid of fixed-sliding models.

Authors: Lessani, M. Naser Li, Zhenlong Deng, Jiqiu et al.

Source: Geo-Spatial Information Science; Apr2025, Vol. 28 Issue 2, p761-779, 19p

Subject Terms: PARALLEL algorithms, GEOGRAPHICAL positions, COMPUTER engineering, DATA visualization, ALGORITHMS

Calculation Method for Inflow Performance Relationship in Sucker Rod Pump Wells Based on Real-Time Monitoring Dynamometer Card.

Authors: Zhang, Ruichao Yin, Yuqiong Xiao, Liangfei et al.

Source: Geofluids; 11/16/2020, p1-11, 11p, 1 Diagram, 1 Chart, 3 Graphs

Subject Terms: DYNAMOMETER, OIL wells, COST control, PUMPING machinery, GENETIC algorithms, INDUSTRIAL costs

Automatically Designing Network-Based Deep Transfer Learning Architectures Based on Genetic Algorithm for In-Situ Tool Condition Monitoring.

Authors: Liu, Yuekai Yu, Yaoxiang Guo, Liang et al.

Source: IEEE Transactions on Industrial Electronics; Sep2022, Vol. 69 Issue 9, p9483-9493, 11p

Subject Terms: GENETIC algorithms, DEEP learning, MILLING cutters, SURFACE texture, ARCHITECTURAL design, EDGE computing

Research on comprehensive optimisation of AGVs scheduling at intelligent express distribution centres based on improved GA.

Authors: Tian, Shuaihui Huangfu, Chengyang Deng, Xueping

Source: Journal of the Operational Research Society; Oct2024, Vol. 75 Issue 10, p1875-1892, 18p

Subject Terms: GENETIC algorithms, AUTOMATED planning & scheduling, AUTOMATED guided vehicle systems, PRODUCTION scheduling, ENTROPY

Multi-Objective Optimization Technology for Building Energy-Saving Renovation Strategy based on Genetic Algorithm.

Authors: Shuibo Deng Lei Lv

Source: Decision Making: Applications in Management & Engineering (DMAME); Oct2024, Vol. 7 Issue 2, p275-293, 19p

Subject Terms: CLUSTERING algorithms, SUSTAINABLE development, ENERGY consumption, MULTI-objective optimization, CARBON emissions, POLYNOMIAL operators, ECOLOGICAL impact, BUILDING repair, POWER resources

An Optimal Design Methodology for the Trajectory of Hydraulic Excavators Based on Genetic Algorithm.

Authors: Yuasa, Takamichi Ishikawa, Masato Ogawa, Satoshi

Source: Journal of Robotics & Mechatronics; Dec2021, Vol. 33 Issue 6, p1248-1254, 7p

Subject Terms: GENETIC algorithms, EXCAVATING machinery, GEOMETRIC modeling, LABOR costs, REMOTE control, HYDRAULIC models

Design Optimization of Steering Mechanisms for Articulated Off-Road Vehicles Based on Genetic Algorithms.

Authors: Zhou, Chen Liu, Xinhui Xu, Feixiang

Source: Algorithms; Feb2018, Vol. 11 Issue 2, p22, 13p

Subject Terms: GENETIC algorithms, STEERING gear, OFF-road vehicles, EVOLUTIONARY algorithms, LEARNING classifier systems