Suchergebnisse - (automation OR automatizace) machine learning algorithm based on genetics algorithms

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

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

Quelle: Journal of Software.

Schlagwörter: 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

Dateibeschreibung: print

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

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

Autoren: Constantin, Doru Bălcău, Costel

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

Schlagwörter: 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.

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

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

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

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

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

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

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

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

Autoren: Thompson, Aderonke Suomalainen, Jani

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

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

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

Autoren: Aderonke Thompson Jani Suomalainen

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

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

Dateibeschreibung: electronic resource

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

Zugangs-URL: https://doaj.org/article/79373b7443914d8c9fadac74657a0b00

Development of a Genetic Algorithm-Based Control Strategy for Fuel Consumption Optimization in a Mild Hybrid Electrified Vehicle’s Electrified Propulsion System

Autoren: Roberto H. Q. Filho Rodrigo P. M. Ruiz Eisenhawer de M. Fernandes et al.

Quelle: Energies, Vol 17, Iss 9, p 2015 (2024)

Schlagwörter: hybrid vehicles, virtualization, vehicle simulation, machine learning, genetic algorithm, tuning automation/automatic calibration, Technology

Dateibeschreibung: electronic resource

Relation: https://www.mdpi.com/1996-1073/17/9/2015; https://doaj.org/toc/1996-1073

Zugangs-URL: https://doaj.org/article/6c56a7560bc842d9bdb3e0500d21d3ae

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

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

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

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

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

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

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

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

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

Autoren: Bakır, Halit Ceviz, Özlem

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

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

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

Autoren: Su, Weiwei

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

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

2D Prediction of the Nutritional Composition of Dishes from Food Images: Deep Learning Algorithm Selection and Data Curation Beyond the Nutrition5k Project.

Autoren: Bianco, Rachele Coluccia, Sergio Marinoni, Michela et al.

Quelle: Nutrients. Jul2025, Vol. 18 Issue 13, p2196. 23p.

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

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

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

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

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

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

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

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

Autoren: Kumbar, Vijayalaxmi Waje, Manisha Khateb, Fabian

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

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

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

Autoren: Thirumalaimuthu Thirumalaiappan Ramanathan Md. Jakir Hossen Md. Shohel Sayeed

Quelle: International Journal on Robotics, Automation and Sciences. 6:29-35

Schlagwörter: QA75.5-76.95 Electronic computers. Computer science, 3. Good health

Dateibeschreibung: text

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

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

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

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

Quantum Machine Learning for Video Compression: An Optimal Video Frames Compression Model using Qutrits Quantum Genetic Algorithm for Video multicast over the Internet.

Autoren: Hassen, Oday Ali Majeed, Huda Lafta Hussein, Mohammed Abdulhasan et al.

Quelle: Journal of Cybersecurity & Information Management; 2025, Vol. 15 Issue 2, p43-64, 22p

Schlagwörter: PULSE-code modulation, RUN-length encoding, VIDEO compression, VECTOR quantization, QUANTUM entanglement, QUANTUM information science

Multi-strategy particle swarm optimization algorithm based on multi-information metric.

Autoren: Hou, Shiwei Lv, Xunqing Li, Mi et al.

Quelle: Engineering Computations; 2025, Vol. 42 Issue 9, p3427-3469, 43p

Schlagwörter: PARTICLE swarm optimization, OPTIMIZATION algorithms, INFORMATION measurement, MACHINE learning, MATHEMATICAL optimization

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

Autoren: Sutrisno, Budi Surantha, Nico

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

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