Nutcracker optimizer: A novel nature-inspired metaheuristic algorithm for global optimization and engineering design problems

M Abdel-Basset, R Mohamed, M Jameel… - Knowledge-Based …, 2023 - Elsevier
This work presents a novel nature-inspired metaheuristic called Nutcracker Optimization
Algorithm (NOA) inspired by Clark's nutcrackers. The nutcrackers exhibit two distinct …

Performance of osprey optimization algorithm for solving economic load dispatch problem

AAK Ismaeel, EH Houssein, DS Khafaga… - Mathematics, 2023 - mdpi.com
The osprey optimization algorithm (OOA) is a new metaheuristic motivated by the strategy of
hunting fish in seas. In this study, the OOA is applied to solve one of the main items in a …

Novel hybrid kepler optimization algorithm for parameter estimation of photovoltaic modules

R Mohamed, M Abdel-Basset, KM Sallam, IM Hezam… - Scientific Reports, 2024 - nature.com
The parameter identification problem of photovoltaic (PV) models is classified as a complex
nonlinear optimization problem that cannot be accurately solved by traditional techniques …

[HTML][HTML] Developments on metaheuristic-based optimization for numerical and engineering optimization problems: Analysis, design, validation, and applications

M Abdel-Basset, R Mohamed, MB Jasser… - Alexandria Engineering …, 2023 - Elsevier
Optimization problems are prevalent in a variety of real-world applications, including
medical, engineering, chemical, and others, and must be precisely solved to enhance the …

A tree seed algorithm with multi-strategy for parameter estimation of solar photovoltaic models

A Beşkirli, İ Dağ, MS Kiran - Applied Soft Computing, 2024 - Elsevier
Tree seed algorithm, which is one of the metaheuristics algorithms recently proposed for the
solution of continuous optimization problems, has an effective algorithmic structure inspired …

Economic load dispatch problem based on search and rescue optimization algorithm

M Said, EH Houssein, S Deb, RM Ghoniem… - IEEE …, 2022 - ieeexplore.ieee.org
The Search and Rescue optimization algorithm (SAR) is a recent metaheuristic inspired by
the exploration's behaviour for humans throughout search and rescue processes. The SAR …

[HTML][HTML] Parameter extraction for photovoltaic models with tree seed algorithm

A Beşkirli, İ Dağ - Energy Reports, 2023 - Elsevier
Abstract Evaluation, simulation and optimization of PV systems is very important for fast and
accurate parameter extraction based on current–voltage and power–voltage characteristic …

Investigation of a social group assisted differential evolution for the optimal PV parameter extraction of standard and modified diode models

AKVK Reddy, KVL Narayana - Energy Conversion and Management, 2022 - Elsevier
Parameter estimation of PV cells is essential to develop accurate simulation techniques,
optimal control mechanisms, converter design optimization, maximize the efficiency of PV …

Parameter estimation of solar PV using Ali Baba and forty thieves optimization technique

P Sharma, S Thangavel, S Raju… - … Problems in Engineering, 2022 - Wiley Online Library
The modeling of a solar PV system is challenging due to its nonlinear current vs. voltage
characteristics. Although various optimization techniques have been applied for the …

Algorithms for hyperparameter tuning of lstms for time series forecasting

H Dhake, Y Kashyap, P Kosmopoulos - Remote Sensing, 2023 - mdpi.com
The rapid growth in the use of Solar Energy for sustaining energy demand around the world
requires accurate forecasts of Solar Irradiance to estimate the contribution of solar power to …