Results 1 to 10 of about 1,892 (172)

A chaotic arithmetic optimization algorithm with Cauchy perturbation and differential evolution for engineering design problems [PDF]

Scientific Reports
Although the arithmetic optimization algorithm (AOA) shows promising performance, it tends to suffer from premature convergence and poor scalability in high-dimensional problems. To address these challenges, we propose the Chaotic Differential Arithmetic
Yiwei Liu, Yinggan Tang, Changchun Hua
doaj   +2 more sources

Internet of Things-driven Human Activity Recognition of Elderly and Disabled People Using Arithmetic Optimization Algorithm with LSTM Autoencoder [PDF]

Journal of Disability Research, 2023
In recent times, mobile communications and Internet of Things (IoT) techniques have been technologically advanced to gather environmental and human data for many applications and intelligent services. Remote monitoring of disabled and older people living
Faiz Alotaibi, Mrim M. Alnfiai, Fahd N. Al-Wesabi, Mesfer Alduhayyem, Anwer Mustafa Hilal, Manar Ahmed Hamza   +5 more
doaj   +3 more sources

Hybrid arithmetic optimization algorithm for telecom network anomaly detection [PDF]

Scientific Reports
This study introduces the Opposition Based learning (OB) algorithm and Nelder–Mead (NM) algorithm coupled with the Arithmetic Optimization Algorithm (AOA) via hybridization mechanism called OBAOANM to enhance the detection accuracy of telecom network ...
Abdulle Hassan Mohamud
doaj   +2 more sources

Performance evaluation of logarithmic spiral search and selective mechanism based arithmetic optimizer for parameter extraction of different photovoltaic cell models. [PDF]

PLoS ONE
The imperative shift towards renewable energy sources, driven by environmental concerns and climate change, has cast a spotlight on solar energy as a clean, abundant, and cost-effective solution.
Erdal Eker, Davut Izci, Serdar Ekinci, Mohammad Shukri Salman, Mostafa Rashdan   +4 more
doaj   +2 more sources

An intrusion detection system in the Internet of Things with deep learning and an improved arithmetic optimization algorithm (AOA) and sine cosine algorithm (SCA). [PDF]

Sci Rep
Ghadami R.
europepmc   +2 more sources

Arithmetic optimization based MPPT for photovoltaic systems operating under nonuniform situations. [PDF]

PLoS ONE
Photovoltaic (PV) modules may encounter nonuniform situations that reduce their useable power volume, causing ineffective maximum power point tracking (MPPT).
Maheshwari Adaikkappan, Nageswari Sathiyamoorthy, Durga Devi Ravichandran, Karthikeyan Balasubramani, Sundararaju Karuppannan, Ramasamy Palanisamy, Zakaria M S Elbarbary, Saad F Al-Gahtani, Ahmed I Omar   +8 more
doaj   +2 more sources

Adaptive Grouping Fusion Improved Arithmetic Optimization Algorithm and Its Application [PDF]

Jisuanji kexue, 2022
The arithmetic optimization algorithm(AOA) has slow convergence speed and low convergence accuracy,and is easy to fall into local extremum.In order to solve these problems,an adaptive grouping fusion improved arithmetic optimization algorithm(AG-AOA) is ...
LIU Cheng-han, HE Qing
doaj   +1 more source

Automated-tuned hyper-parameter deep neural network by using arithmetic optimization algorithm for Lorenz chaotic system [PDF]

, 2023
Deep neural networks (DNNs) are very dependent on their parameterization and require experts to determine which method to implement and modify the hyper-parameters value.
Abas, Mohd Fadhil, Bayuaji, Luhur, Pebrianti, Dwi, Qasrina Ann, Nurnajmin   +3 more
core   +7 more sources

The Arithmetic Optimization Algorithm [PDF]

, 2022
This work proposes a new meta-heuristic method called Arithmetic Optimization Algorithm (AOA) that utilizes the distribution behavior of the main arithmetic operators in mathematics including (Multiplication ( ), Division (), Subtraction (), and Addition
Abualigah, L, Diabat, A, Elaziz, MA, Gandomi, AH, Mirjalili, S   +4 more
core   +4 more sources

Tuning PID Controllers Based on Hybrid Arithmetic Optimization Algorithm and Artificial Gorilla Troop Optimization for Micro-Robotics Systems

IEEE Access, 2023
Micro particles have the potentials to be used for many medical purposes in-side the human body such as drug delivery and other operations. In the present paper, a novel hybrid algorithm based on Arithmetic optimization algorithm (AOA) and Artificial ...
Ehab Saif Ghith, Farid Abdel Aziz Tolba
doaj   +1 more source