Meta‐Heuristic Optimization for the Multi‐Classification of Chronic Disease: A Review With Machine Learning Perspectives
Sign Up to like & getrecommendations! Published in 2025 at "Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery"
DOI: 10.1002/widm.70030
Abstract: Chronic diseases (CDs) present a global health challenge due to their complex, overlapping symptoms and the limitations of traditional diagnostic methods. Artificial intelligence (AI)‐based techniques, particularly Machine Learning (ML) and Meta‐Heuristic Optimization (MHO) algorithms, have… read more here.
Keywords: multi classification; heuristic optimization; meta heuristic; machine learning ... See more keywords
New comparative approach to multi-level thresholding: chaotically initialized adaptive meta-heuristic optimization methods
Sign Up to like & getrecommendations! Published in 2025 at "Neural Computing and Applications"
DOI: 10.1007/s00521-025-11016-9
Abstract: One method aimed at enhancing the performance of meta-heuristic optimization techniques is the incorporation of chaotic systems. Instead of irregular distributions in the search space, chaotic distributions are employed in the initial population of optimization… read more here.
Keywords: multi level; heuristic optimization; meta heuristic; level thresholding ... See more keywords
Heuristic optimization based dynamic weighted state feedback approach for 2DOF PI-controller in automatic voltage regulator
Sign Up to like & getrecommendations! Published in 2021 at "Engineering Science and Technology, an International Journal"
DOI: 10.1016/j.jestch.2020.12.023
Abstract: Abstract The intelligent, robust and reliable control of Automatic Voltage Regulator is essential to maintain a constant voltage level of synchronous generator working under different operating conditions. The heuristic optimization based 2DOF state-feedback PI-controller which… read more here.
Keywords: heuristic optimization; voltage regulator; voltage; feedback ... See more keywords
Heuristic optimization of Bezier curves based trajectories for unconventional airships docking
Sign Up to like & getrecommendations! Published in 2017 at "Aircraft Engineering and Aerospace Technology"
DOI: 10.1108/aeat-11-2014-0200
Abstract: Purpose This paper aims to describe a methodology to optimize the trajectory of unconventional airship performing a high-altitude docking manoeuvre. Design/methodology/approach The trajectories are based upon Bezier curves whose control points positions are optimized through… read more here.
Keywords: methodology; optimization bezier; heuristic optimization; bezier curves ... See more keywords
An Improved Heuristic Optimization Algorithm for Feature Learning Based on Morphological Filtering and its Application
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Access"
DOI: 10.1109/access.2018.2827403
Abstract: Hyperspectral remote sensing sensors can provide plenty of valuable information with hundreds of spectral bands at each pixel. Feature selection and spectral-spatial information play an important role in the field of hyperspectral image (HSI) classification.… read more here.
Keywords: feature; heuristic optimization; improved heuristic; algorithm feature ... See more keywords
Enhancing Malicious Activity Detection in IoT-Enabled Network and IoMT Systems Through Meta-Heuristic Optimization and Machine Learning
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2024.3452421
Abstract: The increasing prevalence of malicious activities in Internet of Things (IoT)-enabled healthcare and Internet of Medical Things (IoMT) systems necessitates robust intrusion detection mechanisms. This article introduces a novel approach combining meta-heuristic optimization and machine… read more here.
Keywords: detection; heuristic optimization; meta heuristic; iot enabled ... See more keywords
Accurate battery model parameter identification using heuristic optimization
Sign Up to like & getrecommendations! Published in 2020 at "International Journal of Power Electronics and Drive Systems"
DOI: 10.11591/ijpeds.v11.i1.pp333-341
Abstract: This paper presents an accurate Lithium-ion battery model representation in Matlab/Simulink. The Tremblay's battery model was used as a BES model platform, where the determination of the model parameters was obtained based on heuristic optimization… read more here.
Keywords: using heuristic; heuristic optimization; battery model; model ... See more keywords
Data for Heuristic Optimization of Electric Vehicles' Charging Configuration Based on Loading Parameters
Sign Up to like & getrecommendations! Published in 2020 at "Data"
DOI: 10.3390/data5040102
Abstract: This dataset includes multiple files related to optimization of electric vehicles to minimize overloading in low voltage grids by varying the locations available to charge the EVs. The data include lognormally sampled hourly sorted scenarios… read more here.
Keywords: heuristic optimization; electric vehicles; optimization; optimization electric ... See more keywords
Composite Lamina Model Design with the Use of Heuristic Optimization
Sign Up to like & getrecommendations! Published in 2023 at "Materials"
DOI: 10.3390/ma16020495
Abstract: In engineering practice, a problem is quite often faced in which the number of unknown parameters exceeds the number of conditions or requirements or, otherwise, there are too many requirements for too few parameters to… read more here.
Keywords: heuristic optimization; lamina model; model design; composite lamina ... See more keywords
Multicriterial Heuristic Optimization of Cogeneration Supercritical Steam Cycles
Sign Up to like & getrecommendations! Published in 2025 at "Sustainability"
DOI: 10.3390/su17156927
Abstract: Heuristic optimization is used to find sustainable cogeneration steam power plants with steam reheat and supercritical main steam parameters. Design solutions are analyzed for steam consumer (SC) pressures of 3.6 and 40 bar and a… read more here.
Keywords: heuristic optimization; steam; cogeneration; power ... See more keywords
Heuristic Optimization for the Energy Management and Race Strategy of a Solar Car
Sign Up to like & getrecommendations! Published in 2017 at "Sustainability"
DOI: 10.3390/su9101576
Abstract: Solar cars are known for their energy efficiency, and different races are designed to measure their performance under certain conditions. For these races, in addition to an efficient vehicle, a competition strategy is required to… read more here.
Keywords: strategy; race strategy; heuristic optimization; energy ... See more keywords