Results 11 to 20 of about 410 (152)

Improving Neural Network Based on Seagull Optimization Algorithm for Controlling DC Motor

open access: yesJurnal Elektronika dan Telekomunikasi, 2021
This article presents a direct current (DC) motor control approach using a hybrid Seagull Optimization Algorithm (SOA) and Neural Network (NN) method. SOA method is a nature-inspired algorithm.
Widi Aribowo   +3 more
doaj   +3 more sources

Orthogonal Design-Based Control Vector Parameterization Combined With Improved Seagull Optimization Algorithm for Dynamic Optimization Problems

open access: yesIEEE Access, 2022
This paper proposes an orthogonal design-based control vector parameterization (OCVP, for short) and a Gaussian distribution-based seagull optimization algorithm (GSOA) for dynamic optimization problems (DOPs). OCVP uses orthogonal experimental design to
Haidong Guo, Yuanbin Mo, Yuedong Zhang
doaj   +2 more sources

Improving Quality Indicators of the Cloud-Based IoT Networks Using an Improved Form of Seagull Optimization Algorithm

open access: yesFuture Internet, 2022
The Internet of things (IoT) points to billions of devices located worldwide which are connected and share their data based on the Internet. Due to the new technologies that provide cheap computer chips and universal wireless networks, it is feasible ...
Hamza Mohammed Ridha Al-Khafaji
doaj   +2 more sources

Quantum-inspired seagull optimised deep belief network approach for cardiovascular disease prediction [PDF]

open access: yesPeerJ Computer Science
The early detection and accurate diagnosis of cardiovascular diseases is vital to reduce global morbidity and death rates. In this work, the quantum-inspired seagull optimization algorithm (QISOA) combined with a deep belief network (DBN) is proposed to ...
D. Banumathy   +3 more
doaj   +3 more sources

Research on the application of refinement hierarchical population algorithm in MPPT of photovoltaic arrays. [PDF]

open access: yesPLoS ONE
Considering the slow convergence speed and unstable transmission capacity of photovoltaic systems in maximum power point tracking (MPPT), this paper proposes a MPPT control strategy based on the fine-layered population algorithm.
Wei Liming, Kou Qi
doaj   +2 more sources

Text classification using SVD, BERT, and GRU optimized by improved Seagull optimization (ISO) algorithm

open access: yesAIP Advances
Text classification is a key task in natural language processing that entails sorting textual information into specified categories. Over time, techniques for text classification have progressed from rule-based methods to more advanced deep learning and ...
Yuanyuan Chen   +4 more
doaj   +2 more sources

Collision-Aware Routing Using Multi-Objective Seagull Optimization Algorithm for WSN-Based IoT

open access: yesSensors, 2021
In recent trends, wireless sensor networks (WSNs) have become popular because of their cost, simple structure, reliability, and developments in the communication field.
Preetha Jagannathan   +4 more
doaj   +3 more sources

Short-term Electricity Load Forecasting Based on Improved Seagull Algorithm Optimized Gated Recurrent Unit Neural Network

open access: yesEAI Endorsed Transactions on Energy Web
INTRODUCTION: The complexity of the power network, changes in weather conditions, diverse geographical locations, and holiday activities comprehensively affect the normal operation of power loads.
Mengfan Xu, Junyang Pan
doaj   +2 more sources

Various optimization algorithms for efficient placement and sizing of photovoltaic distributed generations in different networks. [PDF]

open access: yesPLoS ONE
Recent research has concentrated on emphasizing the significance of incorporating renewable distributed generations (RDGs), like photovoltaic (PV) and wind turbines (WTs), into the distribution system to address issues related to distributed generation ...
Ahmed A Zaki Diab   +5 more
doaj   +2 more sources

Multicamera Calibration Optimization Method Based on Improved Seagull Algorithm [PDF]

open access: yesSecurity and Communication Networks, 2021
There are some problems in the process of camera calibration, such as insufficient accuracy and poor accuracy. Based on the seagull algorithm, the adaptive differential evolution algorithm is combined with the seagull algorithm to optimize the multicamera calibration.
Shuai Du, Jianyu Wang, Jia Guo
openaire   +1 more source

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