AIMC Topic: Genetic Algorithms

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Improved genetic algorithm based on greedy and simulated annealing ideas for vascular robot ordering strategy.

PloS one Feb 20, 2025
This study presents a comprehensive approach for optimizing the acquisition, utilization, and maintenance of ABLVR vascular robots in healthcare settings. Medical robotics, particularly in vascular treatments, necessitates precise resource allocation...
Robotic Surgical Procedures Vascular Surgical Procedures Genetic Algorithms Models, Theoretical Robotics Algorithms Computer Simulation Humans
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Stress management with HRV following AI, semantic ontology, genetic algorithm and tree explainer.

Scientific reports Feb 17, 2025
Heart Rate Variability (HRV) serves as a vital marker of stress levels, with lower HRV indicating higher stress. It measures the variation in the time between heartbeats and offers insights into health. Artificial intelligence (AI) research aims to u...
Humans Male Genetic Algorithms Stress, Psychological Heart Rate Semantics Algorithms Artificial Intelligence Female Machine Learning
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Adaptive genetic algorithm based deep feature selector for cancer detection in lung histopathological images.

Scientific reports Feb 8, 2025
Cancer is a global health concern because of a significant mortality rate and a wide range of affected organs. Early detection and accurate classification of cancer types are crucial for effective treatment. Imaging tests on different image modalitie...
Neural Networks, Computer Algorithms Humans Image Processing, Computer-Assisted Lung Neoplasms Genetic Algorithms Lung Deep Learning
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An Intelligent Prediction Model for the Synthesis Conditions of Metal-Organic Frameworks Utilizing Artificial Neural Networks Enhanced by Genetic Algorithm Optimization.

Journal of chemical information and modeling Jan 19, 2025
In the field of emerging materials, metal-organic frameworks (MOFs) have gained prominence due to their unique porous structures, showing versatility in gas adsorption, storage, separation, and liquid processes. However, their decomposition, collapse...
Genetic Algorithms Algorithms Metal-Organic Frameworks Neural Networks, Computer
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An ensemble deep learning framework for energy demand forecasting using genetic algorithm-based feature selection.

PloS one Jan 15, 2025
Accurate energy demand forecasting is critical for efficient energy management and planning. Recent advancements in computing power and the availability of large datasets have fueled the development of machine learning models. However, selecting the ...
Humans Deep Learning Genetic Algorithms Algorithms Forecasting
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Predictive method for poultry carcass visceral dimensions using 3D point cloud and Genetic Algorithm-based wavelet neural network.

Poultry science Nov 6, 2024
In order to avoid damaging viscera during poultry evisceration and enhance the economic value of poultry products, this paper proposes a predictive method for poultry carcass visceral dimensions based on 3D point cloud and a Genetic Algorithm-based W...
Imaging, Three-Dimensional Chickens Genetic Algorithms Viscera Animals Neural Networks, Computer Animal Husbandry Algorithms
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Artificial neural networks (ANN)-genetic algorithm (GA) optimization on thermosonicated achocha juice: kinetic and thermodynamic perspectives of retained phytocompounds.

Preparative biochemistry & biotechnology Jul 12, 2024
The extraction of phytocompounds from Achocha () vegetable juice using traditional methods often results in suboptimal yields and efficiency. This study aimed to enhance the extraction process through the application of thermosonication (TS). To achi...
Fruit and Vegetable Juices Sonication Thermodynamics Genetic Algorithms Algorithms Phytochemicals Temperature Kinetics Antioxidants Polyphenols Neural Networks, Computer Flavonoids
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Machine learning and genetic algorithm-guided directed evolution for the development of antimicrobial peptides.

Journal of advanced research Mar 1, 2024
INTRODUCTION: Antimicrobial peptides (AMPs) are valuable alternatives to traditional antibiotics, possess a variety of potent biological activities and exhibit immunomodulatory effects that alleviate difficult-to-treat infections. Clarifying the stru...
Microbial Sensitivity Tests Directed Molecular Evolution Staphylococcus aureus Antimicrobial Peptides Lipopolysaccharides Structure-Activity Relationship Genetic Algorithms Antimicrobial Cationic Peptides Penaeidae Machine Learning Algorithms Anti-Bacterial Agents Animals
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