Search Results - automation machine learning algorithm based on genetics algorithms*

A Cellular Automata-Based Crossover Operator for Binary Chromosome Population Genetic Algorithms.

Authors: Constantin, Doru Bălcău, Costel

Source: Applied Sciences (2076-3417); Aug2025, Vol. 15 Issue 15, p8750, 32p

Subject Terms: CELLULAR automata, GENETIC algorithms, CHROMOSOMES, K-nearest neighbor classification, IMAGE recognition (Computer vision), CLASSIFICATION algorithms

Genetic Algorithm-Based Hyperparameter Optimization For Diabetes Type Prediction Using SVM And LSTM.

Authors: Abd Zaid, Mustafa M. Kareem, Ali Jumaah Nussairi, Ahmed Kateb et al.

Source: International Journal of Environmental Sciences (2229-7359); 2025 Special Issue, Vol. 11, p1423-1438, 16p

Subject Terms: SUPPORT vector machines, LONG short-term memory, PREDICTION algorithms, MACHINE learning, ROUTINE diagnostic tests, MATHEMATICAL optimization, GENETIC algorithms, DIAGNOSIS of diabetes

GAOR: Genetic Algorithm-Based Optimization for Machine Learning Robustness in Communication Networks.

Authors: Thompson, Aderonke Suomalainen, Jani

Source: Network (2673-8732); Mar2025, Vol. 5 Issue 1, p6, 25p

Subject Terms: MACHINE learning, TELECOMMUNICATION systems, RANDOM forest algorithms, TRUST, DATA distribution, INTRUSION detection systems (Computer security)

An efficient and stable intelligent scheduling algorithm based on hybrid neighbourhood structure for flexible job shop scheduling problem benchmarks.

Authors: Xie, Jin Teng, Yue Gao, Liang et al.

Source: International Journal of Production Research; Nov2025, Vol. 63 Issue 21, p7921-7935, 15p

Subject Terms: PRODUCTION scheduling, OPTIMIZATION algorithms, MASS customization, BENCHMARK problems (Computer science), AUTOMATED planning & scheduling, MATHEMATICAL optimization

Artificial intelligence based approach for real time data analytics with machine learning.

Authors: Mendu, Mruthyunjaya Karthikeyan, C. Sudarshan, E. et al.

Source: AIP Conference Proceedings; 2024, Vol. 2971 Issue 1, p1-13, 13p

Subject Terms: ARTIFICIAL intelligence, MACHINE learning, DEEP learning, GENETIC algorithms, GENETIC techniques, ERROR rates, RESEARCH personnel

Body Weight Estimation in Holstein × Zebu Crossbred Heifers: Comparative Analysis of XGBoost and LightGBM Algorithms.

Authors: Herrera‐Camacho, Jose Tırınk, Cem Parra‐Cortés, Rosa Inés et al.

Source: Veterinary Medicine & Science. Jul2025, Vol. 11 Issue 4, p1-10. 10p.

Subjects: Machine learning, Milk yield, Body weight, Heifers, Rural geography

Empirical Enhancement of Intrusion Detection Systems: A Comprehensive Approach with Genetic Algorithm-based Hyperparameter Tuning and Hybrid Feature Selection.

Authors: Bakır, Halit Ceviz, Özlem

Source: Arabian Journal for Science & Engineering (Springer Science & Business Media B.V. ); Sep2024, Vol. 49 Issue 9, p13025-13043, 19p

Subject Terms: FEATURE selection, MACHINE learning, INTRUSION detection systems (Computer security), GENETIC algorithms

Modelling and solving sustainable supply chain network design based on graph autoencoder clustering algorithm.

Authors: Guo, Yuhan Chen, Runsheng Boulaksil, Youssef et al.

Source: International Journal of Production Research; Dec2025, Vol. 63 Issue 24, p10000-10026, 27p

Subject Terms: SUSTAINABLE development, SUSTAINABILITY, GRAPH neural networks, MATHEMATICAL models, LOGISTICS, SUPPLY chains, CLUSTERING algorithms

GAOR: Genetic Algorithm-Based Optimization for Machine Learning Robustness in Communication Networks

Authors: Aderonke Thompson Jani Suomalainen

Source: Network, Vol 5, Iss 1, p 6 (2025)

Subject Terms: machine learning, tree-based models, trustworthiness, robustness, optimization, Computer engineering. Computer hardware, TK7885-7895, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: https://www.mdpi.com/2673-8732/5/1/6; https://doaj.org/toc/2673-8732

Access URL: https://doaj.org/article/79373b7443914d8c9fadac74657a0b00

Improving FinFET Device Parameters Through an Integrated Method of Particle Swarm and Whale Optimization Techniques.

Authors: Kumbar, Vijayalaxmi Waje, Manisha Khateb, Fabian

Source: IET Circuits, Devices & Systems (Wiley-Blackwell); 8/28/2025, Vol. 2025, p1-16, 16p

Subject Terms: PARTICLE swarm optimization, FIELD-effect transistors, ELECTRONIC design automation, METAHEURISTIC algorithms, MACHINE learning, MATHEMATICAL optimization, STATIC random access memory

An evolutionary KNN model for DDoS assault detection using genetic algorithm based optimization.

Authors: Rizvi, Fizza Sharma, Ravi Sharma, Nonita et al.

Source: Multimedia Tools & Applications; Oct2024, Vol. 83 Issue 35, p83005-83028, 24p

Subject Terms: DENIAL of service attacks, RANDOM forest algorithms, K-nearest neighbor classification, CLASSIFICATION algorithms, GENETIC algorithms, DECISION trees

A Comparative Study on Optimizing Intelligent Tutoring System Based on Genetic Algorithm to Enhance the Effectiveness of Ideological and Political Education.

Authors: Su, Weiwei

Source: Journal of Combinatorial Mathematics & Combinatorial Computing; Dec2025, Vol. 127a, p1871-1895, 25p

Subject Terms: EDUCATIONAL planning, VALUES (Ethics), GENETIC algorithms, BAYESIAN analysis, CIVICS education, LEARNING ability

Smart hydroponic agriculture using genetic algorithm based k-nearest neighbors.

Authors: Sutrisno, Budi Surantha, Nico

Source: Telkomnika; Oct2024, Vol. 22 Issue 5, p1231-1238, 8p

Subject Terms: REAL-time control, SUPERVISED learning, GENETIC algorithms, ELECTRONIC data processing, RASPBERRY Pi

A Genetic Algorithm-based FinOps Model for Optimizing Infrastructure and DevOps Pipelines.

Authors: Belouaddane, Lahcen Said, Mehdi Ait Marzouk, Abderrahim et al.

Source: International Journal of Intelligent Engineering & Systems; 2025, Vol. 18 Issue 9, p418-430, 13p

Subject Terms: CLOUD computing, RESOURCE management, GENETIC algorithms, COST functions, SERVICE-oriented architecture (Computer science), AGILE software development

Genetic Algorithm-Based Multitier Ensemble Classifier for Diagnosis of Heart Disease.

Authors: Thirumalaiappan Ramanathan, Thirumalaimuthu Hossen, Md. Jakir Sayeed, Md. Shohel

Source: International Journal on Robotics, Automation & Sciences (IJORAS); 2024, Vol. 6 Issue 1, p29-35, 7p

Subject Terms: GENETIC algorithms, ARTIFICIAL intelligence, MACHINE learning, DIGITAL technology, DEEP learning

Machine learning testing in an ADAS case study using simulation-integrated bio-inspired search-based testing

Authors: Helali Moghadam, Mahshid Borg, Markus Saadatmand, Mehrdad et al.

Source: Journal of Software.

Subject Terms: advanced driver assistance systems, deep learning, evolutionary computation, lane-keeping system, machine learning testing, search-based testing, Automobile drivers, Biomimetics, Budget control, Deep neural networks, Embedded systems, Genetic algorithms, Learning systems, Particle swarm optimization (PSO), Software testing, Case-studies, Lane keeping, Machine-learning, Software Evolution, Software process, Test scenario

File Description: print

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-63851
https://doi.org/10.1002/smr.2591

Optimal Technical Indicator Based Trading Strategies Using Evolutionary Multi Objective Optimization Algorithms.

Authors: Vivek, Yelleti Prasad, P. Shanmukh Kali Madhav, Vadlamani et al.

Source: Computational Economics; Jul2025, Vol. 66 Issue 1, p757-807, 51p

Subject Terms: MULTI-objective optimization, SHARPE ratio, GENETIC algorithms, EVOLUTIONARY algorithms, STOCKS (Finance)

Synergistic Computing for Sustainable Energy Systems: A Review of Genetic Algorithm-Enhanced Approaches in Hydrogen, Wind, Solar, and Bioenergy Applications.

Authors: Wilk-Jakubowski, Jacek Lukasz Pawlik, Łukasz Ciopiński, Leszek et al.

Source: Energies (19961073); Nov2025, Vol. 18 Issue 22, p6027, 31p

Subject Terms: SOLAR energy, GENETIC algorithms, CLEAN energy, RENEWABLE natural resources, WIND power, HYDROGEN, MATHEMATICAL optimization, BIOENERGETICS

Material Selection Optimization for Wearable Medical Devices: A Hybrid Approach Using Genetic Algorithms and Multiscale Modeling.

Authors: Chaudhari, Sachin V. Darwante, N. K. Akbar, Sayyad Muzffarali et al.

Source: International Journal of Environmental Sciences (2229-7359); 2025 Special Issue, Vol. 11, p1822-1829, 8p

Subject Terms: MEDICAL technology, GENETIC algorithms, COMPUTER performance, WEARABLE technology, MATERIALS analysis, MULTISCALE modeling, DATA visualization, STATISTICAL accuracy

Smart Resource Management and Energy-Efficient Regimes for Greenhouse Vegetable Production.

Authors: Dudnyk, Alla Pasichnyk, Natalia Yakymenko, Inna et al.

Source: Energies (19961073); Sep2025, Vol. 18 Issue 17, p4690, 18p

Subject Terms: ENERGY consumption, GREENHOUSE management, SUSTAINABLE agriculture, GENETIC algorithms, ARTIFICIAL neural networks, FUZZY logic, CLIMATE change adaptation, RESOURCE allocation