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Pelican Optimization Algorithm: A Novel Nature-Inspired Algorithm for Engineering Applications. [PDF]

open access: yesSensors (Basel), 2022
Optimization is an important and fundamental challenge to solve optimization problems in different scientific disciplines. In this paper, a new stochastic nature-inspired optimization algorithm called Pelican Optimization Algorithm (POA) is introduced ...
Trojovský P, Dehghani M.
europepmc   +5 more sources

Capacity Optimization of Independent Microgrid with Electric Vehicles Based on Improved Pelican Optimization Algorithm

open access: yesEnergies, 2023
In order to reduce the comprehensive power cost of the independent microgrid and to improve environmental protection and power supply reliability, a two-layer power capacity optimization model of a microgrid with electric vehicles (EVs) was established ...
Jiyong Li   +4 more
doaj   +2 more sources

Application of an improved pelican optimization algorithm based on comprehensive strategy in PV parameter identification. [PDF]

open access: yesSci Rep
This paper proposes an improved Pelican optimization algorithm (IPOA) based on comprehansive strategy for the parameter identification of photovoltaic models.
Yong X, Bicong S, Yi Z.
europepmc   +2 more sources

ACPOA: An Adaptive Cooperative Pelican Optimization Algorithm for Global Optimization and Multilevel Thresholding Image Segmentation. [PDF]

open access: yesBiomimetics (Basel)
Multi-threshold image segmentation plays an irreplaceable role in extracting discriminative structural information from complex images. It is one of the core technologies for achieving accurate target detection and regional analysis, and its segmentation
Zhang Y, Wang J, Zhang X, Wang B.
europepmc   +2 more sources

Pattern synthesis of linear array antennas based on Chaos Triangular Pelican Optimization Algorithm. [PDF]

open access: yesSci Rep
In wireless communication systems, array antennas with high gain and low sidelobe performance can enhance the system’s signal processing and anti-interference capabilities, using intelligent optimization algorithm to optimize the performance of array ...
Liu A, Liu Y, Chen Z, Wang Y, Yin Y.
europepmc   +2 more sources

Multi-Strategy Improved Pelican Optimization Algorithm for Engineering Optimization Problems and 3D UAV Path Planning. [PDF]

open access: yesBiomimetics (Basel)
To address the path-planning challenge for unmanned aerial vehicles (UAVs) in complex environments, this study presents an improved pelican optimization algorithm enhanced with multiple strategies (MIPOA).
Zhang M, Luo M, Kang H.
europepmc   +2 more sources

Sigmoid-Function-Based Adaptive Pelican Optimization Algorithm for Global Optimization

open access: yesInternational Journal of Electrical Engineering and Applied Sciences
This paper introduces the Sigmoid-function-based Adaptive Pelican Optimization Algorithm (MPOA), an enhanced version of the traditional Pelican Optimization Algorithm (POA) aimed at improving the POA's performance.
A. F. S. Yussif   +2 more
doaj   +2 more sources

An innovative coverage optimization method for smart information monitoring in agricultural IoT using the multi-strategy Pelican optimization algorithm. [PDF]

open access: yesSci Rep
With the rapid advancement of agricultural technology, Agricultural Wireless Sensor Network (AWSN) monitoring for crop growth in large-scale fields has become pivotal in smart agriculture.
Chen W, Cao Q, Cao B, Jin B.
europepmc   +2 more sources

Reservoir Porosity Prediction Based on BiLSTM-AM Optimized by Improved Pelican Optimization Algorithm

open access: yesEnergies
To accurately predict reservoir porosity, a method based on bi-directional long short-term memory with attention mechanism (BiLSTM-AM) optimized by the improved pelican optimization algorithm (IPOA) is proposed.
Lei Qiao   +4 more
doaj   +2 more sources

Performance of pelican optimizer for energy losses minimization via optimal photovoltaic systems in distribution feeders. [PDF]

open access: yesPLoS One
In distribution grids, excessive energy losses not only increase operational costs but also contribute to a larger environmental footprint due to inefficient resource utilization. Ensuring optimal placement of photovoltaic (PV) energy systems is crucial for achieving maximum efficiency and reliability in power distribution networks.
Alaas Z, Moustafa G, Mansour H.
europepmc   +4 more sources

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