Výsledky vyhledávání - automation algorithm configuration parameter tuning automation algorithm design*

Investigating benchmark correlations when comparing algorithms with parameter tuning: detailed experiments and results

Autoři: Christie, Lee A Brownlee, Alexander Woodward, John R a další

Přispěvatelé: Christie, Lee A Brownlee, Alexander Woodward, John R a další

Témata: differential evolution, Benchmarks, Black-Box Optimization Benchmarking (BBOB), Algorithm automation, parameter tuning, BBOB, Benchmarking, Continuous optimisation, ranking, automated design of algorithms, benchmarks, Differential evolution, continuous optimisation

Popis souboru: application/pdf

Přístupová URL adresa: https://rgu-repository.worktribe.com/output/876294

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

Autoři: Herrera‐Camacho, Jose Tırınk, Cem Parra‐Cortés, Rosa Inés a další

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

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

Automatically Designing State-of-the-Art Multi- and Many-Objective Evolutionary Algorithms

Autoři: Bezerra, Leonardo López-Ibáñez, Manuel Stützle, Thomas

Zdroj: Evolutionary computation, 28 (2
Bezerra, L C T, López-Ibáñez, M & Stützle, T 2020, 'Automatically Designing State-of-the-Art Multi-and Many-Objective Evolutionary Algorithms', Evolutionary Computation, vol. 28, no. 2, pp. 195-226. https://doi.org/10.1162/evco_a_00263

Témata: automatic algorithm design, Automation, Informatique mathématique, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, evolutionary algorithms, Biological Evolution, Algorithms, Multiobjective optimization

Popis souboru: 1 full-text file(s): application/pdf

Přístupová URL adresa: https://www.mitpressjournals.org/doi/pdf/10.1162/evco_a_00263
https://pubmed.ncbi.nlm.nih.gov/31464527
https://direct.mit.edu/evco/article/28/2/195/94985/Automatically-Designing-State-of-the-Art-Multi-and
https://www.ncbi.nlm.nih.gov/pubmed/31464527
https://doi.org/10.1162/evco_a_00263
https://www.mitpressjournals.org/doi/full/10.1162/evco_a_00263
https://dblp.uni-trier.de/db/journals/ec/ec28.html#BezerraLS20
https://dl.acm.org/doi/10.1162/evco_a_00263
http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/309124

NiaAutoARM: Automated Framework for Constructing and Evaluating Association Rule Mining Pipelines.

Autoři: Mlakar, Uroš Fister Jr., Iztok Fister, Iztok

Zdroj: Mathematics (2227-7390). Jun2025, Vol. 13 Issue 12, p1957. 20p.

Témata: *ASSOCIATION rule mining, *MACHINE learning, *ALGORITHMS, *AUTOMATION

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

Autoři: Bianco, Rachele Coluccia, Sergio Marinoni, Michela a další

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

Workload-Aware Performance Tuning for Multimodel Databases Based on Deep Reinforcement Learning.

Autoři: Sun, Jun Ye, Feng Nedjah, Nadia a další

Zdroj: International Journal of Intelligent Systems; 9/5/2023, p1-17, 17p

Témata: DEEP reinforcement learning, REINFORCEMENT learning, RANDOM forest algorithms, FEATURE selection, PEARSON correlation (Statistics)

Accelerating process control and optimization via machine learning: a review.

Autoři: Mitrai, Ilias Daoutidis, Prodromos

Zdroj: Reviews in Chemical Engineering; May2025, Vol. 41 Issue 4, p401-418, 18p

Témata: MACHINE learning, OPTIMIZATION algorithms, MATHEMATICAL optimization, PROCESS control systems, AUTOMATION, STATISTICAL decision making, CHEMICAL engineering

Automated design algorithms for tactical wireless networks.

Autoři: Younis, Ossama Kant, Latha Young, Kenneth a další

Zdroj: Ad Hoc Networks. Nov2013, Vol. 11 Issue 8, p2461-2469. 9p.

Témata: Automation, Systems design, Algorithms, Wireless sensor networks, Ad hoc computer networks, Mobile communication systems, Computational complexity

Tuning Parameters of Genetic Algorithms for Wind Farm Optimization Using the Design of Experiments Method.

Autoři: El Mestari, Wahiba Cheggaga, Nawal Adli, Feriel a další

Zdroj: Sustainability (2071-1050); Apr2025, Vol. 17 Issue 7, p3011, 20p

Intelligent PID Parameter Tuning for BLDC Motors by Using Genetic Algorithms.

Autoři: Mahmood, Mohanad H. Ali, Omar Farooq Mnati, Mohannad Jabbar a další

Zdroj: Journal Européen des Systèmes Automatisés; Jul2025, Vol. 58 Issue 7, p1463-1476, 14p

Témata: GENETIC algorithms, BRUSHLESS electric motors, STABILITY of linear systems, TORQUE, FEEDBACK control systems, MATHEMATICAL optimization, INDUSTRIAL applications

An effective approach for adaptive operator selection and comparison for PSO algorithm.

Autoři: Akkaya, Ahmet Közkurt, Cemil

Zdroj: Cluster Computing; Oct2025, Vol. 28 Issue 6, p1-40, 40p

Témata: COMPUTATIONAL mathematics, METAHEURISTIC algorithms, SPEED reducers, ENGINEERING design, ALGORITHMS

Comparative optimization of PIDN and fractional order controllers for a quarter car active suspension system using recent metaheuristic algorithms.

Autoři: Özbilgin, Ferdi Mengi, Onur Özdal Wadood, Abdul a další

Zdroj: Scientific Reports; 10/9/2025, Vol. 15 Issue 1, p1-26, 26p

Témata: PID controllers, METAHEURISTIC algorithms, MOTOR vehicle springs & suspension, VIBRATION isolation, MATHEMATICAL optimization, MOTOR vehicle dynamics

Reviews & Products: SIMULINK (Computer software)

Optimal Ship Pipe Route Design: A MOA*-Based Software Approach.

Autoři: Dong, Zongran Li, Kai Chen, Heng a další

Zdroj: Journal of Marine Science & Engineering; Nov2025, Vol. 13 Issue 11, p2149, 37p

Témata: MULTI-objective optimization, OPTIMIZATION algorithms, NAVAL architecture, MATHEMATICAL programming, ROUTING algorithms, COMPUTER software, MATHEMATICAL optimization

Calibrating activated sludge models through hyperparameter optimization: a new framework for wastewater treatment plant simulation.

Autoři: Yu, Huarong Wang, Yue Li, Tan a další

Zdroj: NPJ Clean Water; 8/23/2025, Vol. 8 Issue 1, p1-12, 12p

Témata: WASTEWATER treatment, CALIBRATION, AUTOMATION, ACTIVATED sludge process, PROCESS optimization, TESTING laboratories

Geografický termín: SHENZHEN (Guangdong Sheng, China : East)

Development and Performance Evaluation of a Vision-Based Automated Oyster Size Classification System.

Autoři: Baek, Jonghwan Kim, Seolha Lee, Chang-Hee a další

Zdroj: Inventions (2411-5134); Oct2025, Vol. 10 Issue 5, p76, 16p

Témata: AUTOMATIC classification, CLASSIFICATION, OPTICAL pattern recognition, AUTOMATION software, IMAGE processing, INDUSTRIAL robots, INDUSTRIAL efficiency, AUTOMATION

Visualization of Hazardous Substance Emission Zones During a Fire at an Industrial Enterprise Using Cellular Automaton Method.

Autoři: Matveev, Yuri Abu-Abed, Fares Chernishev, Leonid a další

Zdroj: Fire (2571-6255); Jul2025, Vol. 8 Issue 7, p250, 32p

Témata: HAZARDOUS substances, CELLULAR automata, VISUALIZATION, PREDICTION models, EMISSIONS (Air pollution), FACTORIES, FIRE prevention, ENVIRONMENTAL protection

Optimal Design of a Fractional Order PIDD 2 Controller for an AVR System Using Hybrid Black-Winged Kite Algorithm.

Autoři: Dai, Fei Ma, Tianli Gao, Song

Zdroj: Electronics (2079-9292); Jun2025, Vol. 14 Issue 12, p2315, 27p

Témata: METAHEURISTIC algorithms, VOLTAGE regulators, PID controllers, AUTOMATIC control systems, ALGORITHMS

Model-Free Adaptive Sliding Mode Control Scheme Based on DESO and Its Automation Application.

Autoři: Wei, Xiaohua Sui, Zhen Peng, Hanzhou a další

Zdroj: Processes; Sep2024, Vol. 12 Issue 9, p1950, 22p

Témata: OPTIMIZATION algorithms, DISCRETE systems, NONLINEAR systems, ADAPTIVE control systems, GENETIC algorithms, SLIDING mode control

Multi-Objective Robust Optimization Reconstruction Algorithm for Electrical Capacitance Tomography.

Autoři: Yang, Xuejie Lei, Jing Liu, Qibin

Zdroj: Applied Sciences (2076-3417); May2025, Vol. 15 Issue 9, p4778, 30p

Témata: ELECTRICAL capacitance tomography, ROBUST optimization, MULTIPHASE flow, SUPERVISED learning, FLOW measurement

基于强化学习的注塑工艺参数自动调优方法及应用. (Chinese)

Alternate Title: Reinforcement Learning-based Automatic Tuning Method and Application of Injection Molding Process Parameters. (English)

Autoři: 冯子豪 万会龙 林江豪 a další

Zdroj: Journal of Guangdong University of Technology; Mar2025, Vol. 42 Issue 2, p59-69, 11p

Témata: REINFORCEMENT learning, MARKOV processes, INDUSTRIAL costs, PRODUCT quality, ALGORITHMS, INJECTION molding