Results 51 to 60 of about 4,354 (214)

GWO-Based Joint Optimization of Millimeter-Wave System and Multilayer Perceptron for Archaeological Application

open access: yesSensors
Recently, low THz radar-based measurement and classification for archaeology emerged as a new imaging modality. In this paper, we investigate the classification of pottery shards, a key enabler to understand how the agriculture was introduced from the ...
Julien Marot   +5 more
doaj   +1 more source

Parameter estimation of Muskingum model using grey wolf optimizer algorithm

open access: yesMethodsX, 2021
Flood routing plays a crucial role in prevention of major economic and human losses, which, in this study, has been conducted via both three- and four-constant parameter non-linear Muskingum models for four hydrographs, along with the Grey Wolf Optimizer
Reyhaneh Akbari   +1 more
doaj   +1 more source

Diabetic Retinopathy Classification With Convolutional Neural Networks Designed by the Fuzzy Grey Wolf Optimizer With Parameter Adaptation

open access: yesAI &Innovation, EarlyView.
ABSTRACT The detection and classification of diseases have become a field of interest for artificial intelligence in recent years, where the development of methods and models that allow support for specialists in different health fields has allowed early detection of diseases and the provision of timely treatment to patients.
Rodrigo Cordero‐Martínez   +2 more
wiley   +1 more source

Autonomous electric vehicle charging based on Grey Wolf Optimizer

open access: yes, 2023
LAUREA MAGISTRALEIl motivo di questa tesi, "Ricarica Autonoma di Veicoli Elettrici basata sull’Optimizzazione del Grey Wolf Optimizer," affronta la sfida critica dell’ottimizzazione della ricarica dei veicoli elettrici nel contesto delle moderne reti di ...
Tahir, Salah-Ud-Din
core  

Explainable hybrid stacking ensemble method for hard rock pillar stability prediction and engineering applications

open access: yesDeep Underground Science and Engineering, EarlyView.
This research proposes an interpretable hybrid stacking ensemble framework, optimized by the Sparrow Search Algorithm, to enhance hard rock pillar stability prediction. By integrating six machine learning models—k‐nearest neighbors, support vector machines, random forests, Gradient Boosting Decision Tree, eXtreme Gradient Boosting, and Light Gradient ...
Ning Wang   +3 more
wiley   +1 more source

Grey wolf optimizer: a review of recent variants and applications

open access: yes, 2017
Grey wolf optimizer (GWO) is one of recent metaheuristics swarm intelligence methods. It has been widely tailored for a wide variety of optimization problems due to its impressive characteristics over other swarm intelligence methods: it has very few ...
Seyedali Mirjalili   +7 more
core   +1 more source

Grey Wolf Optimizer and Discrete Chaotic Map for Substitution Boxes Design and Optimization

open access: yesIEEE Access, 2023
A metaheuristic approach based on the nature-inspired and well-known Grey Wolf Optimization algorithm (GWO) was employed in this study to design an approach for retrieving strong designs of $8\times 8$ substitution boxes (S-boxes).
Ali Ibrahim Lawah   +4 more
doaj   +1 more source

Identifying Faults in Power Transformers Based on Machine‐Learning Algorithms Compared With Other Techniques

open access: yesEnergy Science &Engineering, EarlyView.
General framework of ensemble learning technique for transformer fault diagnostics compared with traditional dissolved gas analysis methods. ABSTRACT This paper implemented a comprehensive variety of modern machine‐learning techniques, which were demonstrated to be effective in handling complex tabular data, generating accurate predictions, and ...
Osama E. Gouda   +3 more
wiley   +1 more source

Hibridisasi Fireworks Algorithm (FWA) dan Grey Wolf Optimizer (GWO) [PDF]

open access: yes, 2019
Fireworks Algorithm (FWA) merupakan algoritma metaheuristik yang meniru ledakan kembang api. FWA memiliki kekurangan pada salah satu operatornya dan strategi seleksi yang perlu menghitung jarak antar individu sehingga membuat waktu komputasi yang semakin
Siregar, Claudia Inggrit
core  

Comparative Assessment and Benchmarking of Metaheuristic Algorithms for Dynamic Photovoltaic Array Reconfiguration Under Diverse Shading Environments

open access: yesEnergy Science &Engineering, EarlyView.
ABSTRACT The solar photovoltaic (PV) installations, which are essential for renewable energy systems, are vulnerable to partial shading, resulting in considerable power losses and operational inefficiencies. The dynamic reconfiguration of PV arrays has become an effective strategy to mitigate these effects by adaptively modifying the array topology to ...
Manoharan Premkumar   +3 more
wiley   +1 more source

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