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A modified shuffled frog leaping algorithm with inertia weight [PDF]
Scientific Reports, 2023 The shuffled frog leaping algorithm (SFLA) is a promising metaheuristic bionics algorithm, which has been designed by the shuffled complex evolution and the particle swarm optimization (PSO) framework. However, it is easily trapped into local optimum and
Zhuanzhe Zhao +5 more
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A Novel Flexible Inertia Weight Particle Swarm Optimization Algorithm. [PDF]
PLoS ONE, 2016 Particle swarm optimization (PSO) is an evolutionary computing method based on intelligent collective behavior of some animals. It is easy to implement and there are few parameters to adjust.
Mohammad Javad Amoshahy +2 more
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A Method of Biomedical Information Classification based on Particle Swarm Optimization with Inertia Weight and Mutation [PDF]
Open Life Sciences, 2018 With the rapid development of information technology and biomedical engineering, people can get more and more information. At the same time, they begin to study how to apply the advanced technology in biomedical information.
Li Mi, Zhang Ming, Chen Huan, Lu Shengfu
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Color Feature-Based Object Tracking through Particle Swarm Optimization with Improved Inertia Weight [PDF]
Sensors, 2018 This paper presents a particle swarm tracking algorithm with improved inertia weight based on color features. The weighted color histogram is used as the target feature to reduce the contribution of target edge pixels in the target feature, which makes ...
Siqiu Guo +3 more
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Applied Sciences, 2022 In this study, a particle swarm optimization with a sigmoid increasing inertia weight (SIPSO) algorithm is proposed for structural damage identification based on the optimization of structural vibration response constraints.
Zhen Chen +4 more
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Energies, 2021 The efficiency of PV systems can be improved by accurate estimation of PV parameters. Parameter estimation of PV cells and modules is a challenging task as it requires accurate operation of PV cells and modules followed by an optimization tool that ...
Arooj Tariq Kiani +6 more
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Cogent Engineering, 2020 The article presents a modified Cooperative Particle Swarm Optimization with Inertia Weight (CPSOIW) for Smart-technology of forecasting and control of complex objects.
G. Samigulina, Zh. Massimkanova
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Robotic Arm Trajectory Planning for Tunnel Lighting Cleaning Based on the CAW-PSO Algorithm [PDF]
SensorsTunnel lighting cleaning is of significant practical importance for improving driving safety. To address the low operational efficiency of tunnel lighting cleaning tasks, a trajectory planning method based on the chaotic adaptive whale–particle swarm ...
Zhibin Yao +4 more
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Informatics, 2019 Feature selection is a task of choosing the best combination of potential features that best describes the target concept during a classification process.
Jingwei Too +2 more
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Entropy, 2021 Setting sights on the problem of input-output constraints in most industrial systems, an implicit generalized predictive control algorithm based on an improved particle swarm optimization algorithm (PSO) is presented in this paper. PSO has the advantages
Jinfang Zhang +3 more
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