Dandelion Optimizer: A nature-inspired metaheuristic algorithm for engineering applications
S Zhao, T Zhang, S Ma, M Chen - Engineering Applications of Artificial …, 2022 - Elsevier
This paper proposes a novel swarm intelligence bioinspired optimization algorithm, called
the Dandelion Optimizer (DO), for solving continuous optimization problems. DO simulates …
the Dandelion Optimizer (DO), for solving continuous optimization problems. DO simulates …
Optimizing weighted extreme learning machines for imbalanced classification and application to credit card fraud detection
The classification problems with imbalanced datasets widely exist in real word. An Extreme
Learning Machine is found unsuitable for imbalanced classification problems. This work …
Learning Machine is found unsuitable for imbalanced classification problems. This work …
Joint deployment optimization and flight trajectory planning for UAV assisted IoT data collection: A bilevel optimization approach
This work investigates an unmanned aerial vehicle (UAV) assisted IoT system, where a UAV
flies to each foothold to collect data from IoT devices, and then return to its start point. For …
flies to each foothold to collect data from IoT devices, and then return to its start point. For …
Extreme learning machine optimized by whale optimization algorithm using insulated gate bipolar transistor module aging degree evaluation
LL Li, J Sun, ML Tseng, ZG Li - Expert Systems with Applications, 2019 - Elsevier
This study focuses on the aging evaluation of Insulated gate bipolar transistor (IGBT)
modules to ensure their stability during operation. An aging degree evaluation model is …
modules to ensure their stability during operation. An aging degree evaluation model is …
Revolutionizing photovoltaic systems: an innovative approach to maximum power point tracking using enhanced dandelion optimizer in partial shading conditions
Partial shading (PS) is a prevalent phenomenon that often affects photovoltaic (PV)
installations, leads to the appearance of numerous peaks in the power-voltage …
installations, leads to the appearance of numerous peaks in the power-voltage …
A self-adapting and efficient dandelion algorithm and its application to feature selection for credit card fraud detection
A dandelion algorithm (DA) is a recently developed intelligent optimization algorithm for
function optimization problems. Many of its parameters need to be set by experience in DA …
function optimization problems. Many of its parameters need to be set by experience in DA …
Modern optimization algorithm for improved performance of maximum power point tracker of partially shaded PV systems
AM Eltamaly, ZA Almutairi, MA Abdelhamid - Energies, 2023 - mdpi.com
Due to the rapid advancement in the use of photovoltaic (PV) energy systems, it has become
critical to look for ways to improve the energy generated by them. The extracted power from …
critical to look for ways to improve the energy generated by them. The extracted power from …
Detecting Fraudulent Transactions Using Stacked Autoencoder Kernel ELM Optimized by the Dandelion Algorithm
The risk of fraudulent activity has significantly increased with the rise in digital payments. To
resolve this issue there is a need for reliable real-time fraud detection technologies. This …
resolve this issue there is a need for reliable real-time fraud detection technologies. This …
Community-based dandelion algorithm-enabled feature selection and broad learning system for traffic flow prediction
X Liu, X Qin, MC Zhou, H Sun… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In an intelligent transportation system, accurate traffic flow prediction can provide significant
help for travel planning. Even though some methods are proposed to do so, they focus on …
help for travel planning. Even though some methods are proposed to do so, they focus on …
Competition-driven dandelion algorithms with historical information feedback
A Dandelion algorithm (DA) inspired by the seed dispersal process of dandelions has been
proposed as a newly intelligent optimization algorithm. For improving its exploration ability …
proposed as a newly intelligent optimization algorithm. For improving its exploration ability …