AIMC Topic: Genetic Algorithms

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Design of an evolutionary model for international trade settlement based on genetic algorithm and fuzzy neural network.

PloS one Jul 8, 2025
Accurate risk assessment in international trade settlement has become increasingly critical as global financial transactions grow in scale and complexity. This study proposes a hybrid model-Genetic Algorithm-optimized Fuzzy Neural Network (GA-FNN)-to...
Algorithms Risk Assessment Support Vector Machine Humans Neural Networks, Computer Genetic Algorithms Fuzzy Logic Commerce
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AI-driven genetic algorithm-optimized lung segmentation for precision in early lung cancer diagnosis.

Scientific reports Jul 2, 2025
Lung cancer remains the leading cause of cancer-related mortality worldwide, necessitating accurate and efficient diagnostic tools to improve patient outcomes. Lung segmentation plays a pivotal role in the diagnostic pipeline, directly impacting the ...
Early Detection of Cancer Genetic Algorithms Lung Lung Neoplasms Algorithms Tomography, X-Ray Computed Neural Networks, Computer Artificial Intelligence Humans
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A genetic algorithm-based ensemble model for efficiently identifying interleukin 6 inducing peptides.

Scientific reports Jul 1, 2025
Interleukin-6 (IL-6) is a cytokine with diverse biological activities that contribute to a variety of physiologic and immune responses. IL-6-inducing peptides are the short protein fragments that are critical for playing a contributing role in biolog...
Deep Learning Computational Biology Genetic Algorithms Interleukin-6 Peptides Machine Learning Algorithms Humans
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Molecular Optimization Based on a Monte Carlo Tree Search and Multiobjective Genetic Algorithm.

Journal of chemical information and modeling Jun 2, 2025
In the realm of medicinal chemistry, the predominant challenge in molecular design lies in managing extensive molecular data sets and effectively screening for, as well as preserving, molecules with potential value. Traditional methodologies typicall...
Drug Design Drug Discovery Genetic Algorithms Monte Carlo Method Algorithms
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Ecofriendly Extraction of Polyphenols from Leaves Coupled with Response Surface Methodology and Artificial Neural Network-Genetic Algorithm.

Molecules (Basel, Switzerland) May 28, 2025
This study aimed to optimize a novel deep eutectic solvents (DESs)-assisted extraction process for polyphenols in the leaves of (AGPL) with response surface methodology (RSM) and a genetic algorithm-artificial neural network (GA-ANN). Under the infl...
Solvents Genetic Algorithms Plant Leaves Chromatography, High Pressure Liquid Antioxidants Plant Extracts Neural Networks, Computer Polyphenols Algorithms
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A Genetic Algorithms-Based Neural Network Model to Monitor Gibberellic Acid GA3 Fermentation Process by Fusarium fujikuroi.

Biotechnology and bioengineering May 8, 2025
A genetic algorithm-optimized neural network (ANN-GA) was developed for real-time monitoring of gibberellin (GA3) production during Fusarium fujikuroi fermentation. This model addresses the limitations of traditional off-line detection methods, such ...
Glucose Fermentation Gibberellins Genetic Algorithms Fusarium Neural Networks, Computer Algorithms
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Novel approach for AI-based NO emission reduction in biological wastewater treatment relying on genetic algorithms and neural networks.

Water science and technology : a journal of the International Association on Water Pollution Research May 6, 2025
The potential of measurement-based control strategies for achieving lower NO emissions in biological wastewater treatment is limited due to strong temporal variations in NO emissions and a lack of measurement data regarding influencing parameters. To...
Waste Disposal, Fluid Artificial Intelligence Nitrous Oxide Wastewater Genetic Algorithms Algorithms Neural Networks, Computer Water Purification
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Multi-objective optimization framework to plan laser ablation procedure for prostate tumors through a genetic algorithm.

Computer methods and programs in biomedicine May 2, 2025
BACKGROUND AND OBJECTIVES: Prostate cancer is the most common form of cancer in the male population. While the survival rate is high, many patients undergo surgical procedures for prostate cancer that might never progress to clinical significance. As...
Humans Finite Element Analysis Genetic Algorithms Male Algorithms Prostatic Neoplasms Computer Simulation Laser Therapy
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Advanced stability prediction and mechanism study of goji berry beverage via ultrasound-assisted homogenization utilizing genetic algorithm-based backpropagation neural networks.

Food chemistry Apr 2, 2025
Traditional cloudy goji berry beverages (CGBs) preparation methods often cause irreversible phase separation during sterilization and require high homogenization pressures. However, combined ultrasound and homogenization (US-HPH) technology achieves ...
Plant Extracts Polyphenols Particle Size Neural Networks, Computer Algorithms Food Handling Lycium Genetic Algorithms Beverages Fruit
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Genetic algorithm-optimized artificial neural network for multi-objective optimization of biomass and exopolysaccharide production by Haloferax mediterranei.

Bioprocess and biosystems engineering Mar 22, 2025
Microbial production of industrially important exopolysaccharide (EPS) from extremophiles has several advantages. In this study, key media components (i.e., sucrose, yeast extract, and urea) were optimized for biomass growth and extracellular EPS pro...
Genetic Algorithms Biomass Neural Networks, Computer Haloferax mediterranei Polysaccharides, Bacterial Algorithms
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