Pelican Optimization Algorithm: A Novel Nature-Inspired Algorithm for Engineering Applications [PDF]
Sensors, 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 ...
Pavel Trojovský, Mohammad Dehghani
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Research on Economic Load Dispatch Problem of Microgrid Based on an Improved Pelican Optimization Algorithm [PDF]
BiomimeticsThis paper presents an improved pelican optimization algorithm (IPOA) to solve the economic load dispatch problem. The vertical crossover operator in the crisscross optimization algorithm is integrated to expand the diversity of the population in the ...
Yi Zhang, Haoxue Li
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Application of an improved pelican optimization algorithm based on comprehensive strategy in PV parameter identification [PDF]
Scientific ReportsThis paper proposes an improved Pelican optimization algorithm (IPOA) based on comprehansive strategy for the parameter identification of photovoltaic models.
Xu Yong, Sang Bicong, Zhang Yi
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Energies, 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
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ACPOA: An Adaptive Cooperative Pelican Optimization Algorithm for Global Optimization and Multilevel Thresholding Image Segmentation [PDF]
BiomimeticsMulti-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
YuLong Zhang +3 more
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Enhanced Pelican Optimization Algorithm for Cluster Head Selection in Heterogeneous Wireless Sensor Networks. [PDF]
Sensors (Basel), 2023 In the research of heterogeneous wireless sensor networks, clustering is one of the most commonly used energy-saving methods. However, existing clustering methods face challenges when applied to heterogeneous wireless sensor networks, such as energy balance, node heterogeneity, algorithm efficiency, and more.
Wang Z, Duan J, Xu H, Song X, Yang Y.
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Pattern synthesis of linear array antennas based on Chaos Triangular Pelican Optimization Algorithm [PDF]
Scientific ReportsIn 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 ...
Anyong Liu +4 more
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Multi-Strategy Improved Pelican Optimization Algorithm for Engineering Optimization Problems and 3D UAV Path Planning [PDF]
BiomimeticsTo 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).
Ming Zhang, Maomao Luo, Huiming Kang
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EnergiesTo 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
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