Search Results - "GENETIC algorithms"

Current strategy of non-model-based bioprocess optimizations with genetic algorithms in bioscience - A systematic review.

Authors: Surma R Wojcieszyńska D Mulla SI et al.

Source: Computers in biology and medicine [Comput Biol Med] 2025 Jun; Vol. 192 (Pt A), pp. 110247. Date of Electronic Publication: 2025 Apr 24.

Publication Type: Journal Article; Systematic Review

Journal Info: Publisher: Elsevier Country of Publication: United States NLM ID: 1250250 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-0534 (Electronic) Linking ISSN: 00104825 NLM ISO Abbreviation: Comput Biol Med Subsets: MEDLINE

MeSH Terms: Genetic Algorithms* , Models, Genetic*, Humans

Improved dual-population genetic algorithm to solve human–robot collaborative assembly line balancing problem.

Authors: Cai, Jiahong Xue, Haoyun Zheng, Chengye et al.

Source: International Journal of Production Research. Sep2025, Vol. 63 Issue 17, p6452-6474. 23p.

Subject Terms: *ASSEMBLY line balancing, *ECONOMIC efficiency, *PRODUCTION scheduling, GENETIC algorithms, OPTIMIZATION algorithms, HUMAN-robot interaction, MECHANICAL efficiency

Flexible task assignment and assembly scheduling for human-robot collaboration cell considering uncertainty.

Authors: Jia, Ziwei Xie, Shulian Zhang, Weimin

Source: International Journal of Production Research. Aug2025, Vol. 63 Issue 16, p6134-6154. 21p.

Subject Terms: *UNCERTAINTY (Information theory), *ECONOMIC efficiency, *EMPLOYEES' workload, *PRODUCTION scheduling, *TURNAROUND time, HUMAN-robot interaction, GENETIC algorithms, OPTIMIZATION algorithms

SCIMITAR: optimising chest digital tomosynthesis devices using geometric simulations and genetic algorithms.

Authors: Hill AD Aflyatunova D Mavalankar A et al.

Source: Biomedical physics & engineering express [Biomed Phys Eng Express] 2025 Oct 14; Vol. 11 (6). Date of Electronic Publication: 2025 Oct 14.

Publication Type: Journal Article

Journal Info: Publisher: IOP Publishing Ltd Country of Publication: England NLM ID: 101675002 Publication Model: Electronic Cited Medium: Internet ISSN: 2057-1976 (Electronic) Linking ISSN: 20571976 NLM ISO Abbreviation: Biomed Phys Eng Express Subsets: MEDLINE

MeSH Terms: Algorithms* , Imaging, Three-Dimensional*/methods , Imaging, Three-Dimensional*/instrumentation , Radiography, Thoracic*/instrumentation , Radiography, Thoracic*/methods , Tomography, X-Ray Computed*/instrumentation , Tomography, X-Ray Computed*/methods , Radiographic Image Enhancement*/instrumentation , Radiographic Image Enhancement*/methods, Humans ; Computer Simulation ; Equipment Design ; Phantoms, Imaging ; Genetic Algorithms

Multi-quality attributes prediction and process parameter optimization of liquid-smoked rainbow trout by different machine learning models combined with genetic algorithm.

Authors: Zeng J Luo J Song Y et al.

Source: Food research international (Ottawa, Ont.) [Food Res Int] 2025 Dec; Vol. 221 (Pt 4), pp. 117497. Date of Electronic Publication: 2025 Sep 16.

Publication Type: Journal Article

Journal Info: Publisher: Published on behalf of the Canadian Institute of Food Science and Technology by Elsevier Applied Science Country of Publication: Canada NLM ID: 9210143 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-7145 (Electronic) Linking ISSN: 09639969 NLM ISO Abbreviation: Food Res Int Subsets: MEDLINE

MeSH Terms: Oncorhynchus mykiss*/genetics , Machine Learning* , Food Handling*/methods , Food Quality* , Fish Products*/analysis, Animals ; Thiobarbituric Acid Reactive Substances/analysis ; Algorithms ; Neural Networks, Computer ; Taste ; Xanthophylls/analysis ; Humans ; Genetic Algorithms

Nuclear magnetic resonance combined with genetic algorithm with linear discriminant analysis (GA-LDA) is a suitable model for discriminating urinary metabolomic profiles of individuals with glycemic disorders.

Authors: Freire de Sousa Papa ÂW Almeida de Oliveira AN Lawrynhuk Urbano Ferreira R et al.

Source: Annals of medicine [Ann Med] 2025 Dec; Vol. 57 (1), pp. 2566870. Date of Electronic Publication: 2025 Oct 06.

Publication Type: Journal Article

Journal Info: Publisher: Informa Healthcare Country of Publication: England NLM ID: 8906388 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1365-2060 (Electronic) Linking ISSN: 07853890 NLM ISO Abbreviation: Ann Med Subsets: MEDLINE

MeSH Terms: Diabetes Mellitus, Type 2*/urine , Diabetes Mellitus, Type 2*/diagnosis , Metabolomics*/methods , Prediabetic State*/urine , Prediabetic State*/diagnosis, Humans ; Case-Control Studies ; Male ; Discriminant Analysis ; Middle Aged ; Female ; Biomarkers/urine ; Algorithms ; Magnetic Resonance Spectroscopy/methods ; Aged ; Principal Component Analysis ; Adult ; Dimensionality Reduction ; Genetic Algorithms

Low-Cost, High-Accuracy Reactivity Modeling: Integrating Genetic Algorithms and Machine Learning with Multilevel DFT Calculations.

Authors: Pérez JA Zanardi MM Sarotti AM

Source: Journal of chemical information and modeling [J Chem Inf Model] 2025 Nov 24; Vol. 65 (22), pp. 12422-12436. Date of Electronic Publication: 2025 Nov 10.

Publication Type: Journal Article

Journal Info: Publisher: American Chemical Society Country of Publication: United States NLM ID: 101230060 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1549-960X (Electronic) Linking ISSN: 15499596 NLM ISO Abbreviation: J Chem Inf Model Subsets: MEDLINE

MeSH Terms: Machine Learning* , Density Functional Theory* , Algorithms*, Thermodynamics ; Cycloaddition Reaction ; Genetic Algorithms

Demand forecasting and inventory optimization of distribution equipment: A fusion model based on genetic algorithm and machine learning.

Authors: Tu Q Zhang H Li W et al.

Source: PloS one [PLoS One] 2025 Nov 18; Vol. 20 (11), pp. e0336026. Date of Electronic Publication: 2025 Nov 18 (Print Publication: 2025).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

MeSH Terms: Machine Learning* , Algorithms* , Electric Power Supplies*, Forecasting ; Models, Theoretical ; Genetic Algorithms

Genetic algorithm-optimized neural network outperforms TNM staging in predicting rapidly progressive nasopharyngeal carcinoma: Reassessing adjuvant chemotherapy benefit via propensity score matching.

Authors: Ling LT Li WJ Yao Y et al.

Source: European journal of cancer (Oxford, England : 1990) [Eur J Cancer] 2025 Nov 17; Vol. 230, pp. 115787. Date of Electronic Publication: 2025 Sep 12.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Science Ltd Country of Publication: England NLM ID: 9005373 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-0852 (Electronic) Linking ISSN: 09598049 NLM ISO Abbreviation: Eur J Cancer Subsets: MEDLINE

MeSH Terms: Neural Networks, Computer* , Nasopharyngeal Carcinoma*/pathology , Nasopharyngeal Carcinoma*/therapy , Nasopharyngeal Carcinoma*/mortality , Nasopharyngeal Carcinoma*/genetics , Nasopharyngeal Neoplasms*/pathology , Nasopharyngeal Neoplasms*/therapy , Nasopharyngeal Neoplasms*/genetics , Nasopharyngeal Neoplasms*/mortality , Algorithms*, Humans ; Male ; Female ; Retrospective Studies ; Middle Aged ; Neoplasm Staging ; Chemotherapy, Adjuvant ; Disease Progression ; Propensity Score ; Adult ; Aged ; Machine Learning ; Chemoradiotherapy ; Young Adult ; Genetic Algorithms

An optimized Arabic cyberbullying detection approach based on genetic algorithms.

Authors: Eissa AM Guirguis SK Madbouly MM

Source: Scientific reports [Sci Rep] 2025 Nov 04; Vol. 15 (1), pp. 38479. Date of Electronic Publication: 2025 Nov 04.

Publication Type: Journal Article

Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

MeSH Terms: Algorithms* , Cyberbullying* , Language*, Humans ; Social Media ; Genetic Algorithms

Clinical outcome prediction in pediatric respiratory infections using hybrid feature selection and a genetic algorithm-optimized machine learning.

Authors: Madhalaimuthu S Radhakrishnan S

Source: Scientific reports [Sci Rep] 2025 Oct 21; Vol. 15 (1), pp. 36542. Date of Electronic Publication: 2025 Oct 21.

Publication Type: Journal Article

Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

MeSH Terms: Machine Learning* , Respiratory Tract Infections*/diagnosis, Humans ; Algorithms ; Child ; Female ; Male ; Child, Preschool ; Genetic Algorithms

Enhanced backpropagation neural network accuracy through an improved genetic algorithm for tourist flow prediction in an ecological village.

Authors: Chen X Wong CUI Zhang H et al.

Source: Scientific reports [Sci Rep] 2025 Oct 15; Vol. 15 (1), pp. 36087. Date of Electronic Publication: 2025 Oct 15.

Publication Type: Journal Article

Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

MeSH Terms: Neural Networks, Computer* , Algorithms* , Tourism*, Humans ; Genetic Algorithms

Multilayer perceptron neural network-genetic algorithm for modeling Nicotiana tabacum leaf quality.

Authors: Najafi MR Aghajani MA Safaie N et al.

Source: PloS one [PLoS One] 2025 Oct 07; Vol. 20 (10), pp. e0330370. Date of Electronic Publication: 2025 Oct 07 (Print Publication: 2025).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

MeSH Terms: Plant Leaves*/chemistry , Nicotiana*/genetics , Nicotiana*/chemistry , Neural Networks, Computer* , Algorithms*, Chlorophyll/analysis ; Nicotine/analysis ; Nitrogen/analysis ; Multilayer Perceptrons ; Genetic Algorithms

Optimizing imbalanced learning with genetic algorithm.

Authors: Safder MU Naveed SS Khurshid K et al.

Source: Scientific reports [Sci Rep] 2025 Oct 07; Vol. 15 (1), pp. 34857. Date of Electronic Publication: 2025 Oct 07.

Publication Type: Journal Article

Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

MeSH Terms: Algorithms* , Machine Learning*, Humans ; Support Vector Machine ; Genetic Algorithms

Leveraging ensemble machine learning models (XGBoost and random forest) and genetic algorithms to predict factors contributing to the liposomal entrapment of therapeutics.

Authors: Khodadadi F Taghizadeh F Hashemi Baghi A et al.

Source: Nanoscale [Nanoscale] 2025 Oct 02; Vol. 17 (38), pp. 22271-22290. Date of Electronic Publication: 2025 Oct 02.

Publication Type: Journal Article

Journal Info: Publisher: RSC Pub Country of Publication: England NLM ID: 101525249 Publication Model: Electronic Cited Medium: Internet ISSN: 2040-3372 (Electronic) Linking ISSN: 20403364 NLM ISO Abbreviation: Nanoscale Subsets: MEDLINE

MeSH Terms: Liposomes*/chemistry , Machine Learning* , Algorithms*, Drug Delivery Systems ; Solubility ; Cholesterol/chemistry ; Genetic Algorithms ; Random Forest ; Boosting Machine Learning Algorithms

A novel methodology for calibration and experimental validation of cervical spine biomechanics models using ANFIS and genetic algorithm.

Authors: Messellek AC Chenaifi K Medaouar M et al.

Source: Computers in biology and medicine [Comput Biol Med] 2025 Oct; Vol. 197 (Pt B), pp. 111105. Date of Electronic Publication: 2025 Sep 18.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Country of Publication: United States NLM ID: 1250250 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-0534 (Electronic) Linking ISSN: 00104825 NLM ISO Abbreviation: Comput Biol Med Subsets: MEDLINE

MeSH Terms: Cervical Vertebrae*/physiology , Cervical Vertebrae*/diagnostic imaging , Algorithms* , Models, Biological*, Humans ; Biomechanical Phenomena ; Finite Element Analysis ; Calibration ; Tomography, X-Ray Computed ; Male ; Genetic Algorithms

De Novo Design of Specific Heterotrimeric Collagen-Like Peptides via Genetic Algorithm.

Authors: Bui TH Adetunji O Cole CC et al.

Source: Advanced science (Weinheim, Baden-Wurttemberg, Germany) [Adv Sci (Weinh)] 2025 Oct; Vol. 12 (39), pp. e02377. Date of Electronic Publication: 2025 Aug 18.

Publication Type: Journal Article

Journal Info: Publisher: WILEY-VCH Country of Publication: Germany NLM ID: 101664569 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2198-3844 (Electronic) Linking ISSN: 21983844 NLM ISO Abbreviation: Adv Sci (Weinh) Subsets: MEDLINE

MeSH Terms: Collagen*/chemistry , Collagen*/genetics , Algorithms* , Peptides*/chemistry , Peptides*/genetics, Amino Acid Sequence ; Genetic Algorithms

Optimized co-combustion of paper-making solid wastes via, genetic algorithm: synergistic enhancement and coal-substitution potential.

Authors: Chen T Zhao Y Chen J et al.

Source: Waste management (New York, N.Y.) [Waste Manag] 2025 Oct; Vol. 207, pp. 115114. Date of Electronic Publication: 2025 Sep 15.

Publication Type: Journal Article

Journal Info: Publisher: Pergamon Press Country of Publication: United States NLM ID: 9884362 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2456 (Electronic) Linking ISSN: 0956053X NLM ISO Abbreviation: Waste Manag Subsets: MEDLINE

MeSH Terms: Coal* , Paper* , Solid Waste*/analysis , Refuse Disposal*/methods , Waste Management*/methods, Algorithms ; Genetic Algorithms

Accelerating Prediction of Antiviral Peptides Using Genetic Algorithm-Based Weighted Multiperspective Descriptors with Self-Normalized Deep Networks.

Authors: Akbar S Raza A Zou Q et al.

Source: Journal of chemical information and modeling [J Chem Inf Model] 2025 Sep 22; Vol. 65 (18), pp. 9815-9830. Date of Electronic Publication: 2025 Sep 03.

Publication Type: Journal Article

Journal Info: Publisher: American Chemical Society Country of Publication: United States NLM ID: 101230060 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1549-960X (Electronic) Linking ISSN: 15499596 NLM ISO Abbreviation: J Chem Inf Model Subsets: MEDLINE

MeSH Terms: Antiviral Agents*/chemistry , Antiviral Agents*/pharmacology , Peptides*/chemistry , Peptides*/pharmacology , Algorithms* , Deep Learning*, Humans ; Genetic Algorithms

A novel hybrid model for species distribution prediction using probabilistic random forest, principal component analysis and genetic algorithm.

Authors: Adekunle TA Ogundoyin IK Akanbi CO

Source: PloS one [PLoS One] 2025 Sep 10; Vol. 20 (9), pp. e0326122. Date of Electronic Publication: 2025 Sep 10 (Print Publication: 2025).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

MeSH Terms: Algorithms* , Models, Statistical*, Animals ; Principal Component Analysis ; Nigeria ; Machine Learning ; Random Forest ; Genetic Algorithms