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Improvements of particle filter optimization algorithm for robust optimization under different types of uncertainties
Published 2025-01-01“…This paper presents a widely usable sampling-based methodology by improving the Particle Filter Optimization (PFO) algorithm. Case studies on benchmark functions and even on a practical example of a styrene reactor are introduced to verify the applicability of the proposed method on finding robust optimum, and show how the users can tune this algorithm according to their requirement. …”
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83
Smith chart-based particle swarm optimization algorithm for multi-objective engineering problems
Published 2025-03-01“…Particle swarm optimization (PSO) is a widely recognized bio-inspired algorithm for systematically exploring solution spaces and iteratively iden-tifying optimal points. …”
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Comparison of Particle Swarm Optimization Algorithms in Hyperparameter Optimization Problem of Multi Layered Perceptron
Published 2025-02-01“…Several PSO algorithms are presented by many researchers; basic PSO, PSO with inertia weight (PSO-w), PSO with constriction factor (PSO-cf), local PSO-w, local PSO-cf, union of local and global PSOs (UPSO), PSO with second global best particle (SG-PSO), and PSO with second local best particle (SP-PSO). …”
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Efficiency management of engineering projects based on particle swarm multi objective optimization algorithm
Published 2025-12-01Subjects: “…Particle swarm optimization algorithm…”
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Author Correction: A hybrid particle swarm optimization algorithm for solving engineering problem
Published 2024-10-01Get full text
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Hybrid Algorithm of Particle Swarm Optimization and Grey Wolf Optimizer for Improving Convergence Performance
Published 2017-01-01“…A newly hybrid nature inspired algorithm called HPSOGWO is presented with the combination of Particle Swarm Optimization (PSO) and Grey Wolf Optimizer (GWO). …”
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A Gas Source Localization Algorithm Based on Particle Filter in Wireless Sensor Network
Published 2015-11-01“…To address this problem, we propose a novel gas source localization algorithm which combines the weighted centroid method and particle filter. …”
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OPTIMAL DESIGN OF SUSPENSION SYSTEM BASED ON IMPROVED PARTICLE SWARM-TABOO SEARCH ALGORITHM
Published 2021-01-01“…At the same time,the suspension system is proposed by the improved particle swarm optimization tabu search optimization algorithm with the decoupling rate of the main direction of the system excitation force as the optimization goal. …”
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Educational Behaviour Analysis Using Convolutional Neural Network and Particle Swarm Optimization Algorithm
Published 2022-01-01“…At the same time, the hyperparameters of the convolutional neural network model are adaptively adjusted based on the particle swarm algorithm to improve the model recognition accuracy further. …”
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A Multiobjective Particle Swarm Optimization Algorithm Based on Competition Mechanism and Gaussian Variation
Published 2020-01-01“…In order to solve the shortcomings of particle swarm optimization (PSO) in solving multiobjective optimization problems, an improved multiobjective particle swarm optimization (IMOPSO) algorithm is proposed. …”
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A New Logistic Dynamic Particle Swarm Optimization Algorithm Based on Random Topology
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An Improved Lagrange Particle Swarm Optimization Algorithm and Its Application in Multiple Fault Diagnosis
Published 2020-01-01“…In this paper, an improved Lagrange-particle swarm optimization algorithm is proposed. …”
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Ultracompact Silicon Waveguide Bends Designed Using a Particle Swarm Optimization Algorithm
Published 2021-01-01“…The bending radius and waveguide width for every section are parameters to be determined using a particle swarm optimization algorithm. The optimization is performed to maximize the transmission of the waveguide bends, which is calculated by using the three-dimensional finite-difference time-domain technique. …”
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A Multidimensional Particle Swarm Optimization-Based Algorithm for Brain MRI Tumor Segmentation
Published 2025-04-01“…In this work, we present a clustering-based segmentation algorithm that employs a multidimensional variant of PSO. …”
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Structural Damage Identification Based on the Wavelet Transform and Improved Particle Swarm Optimization Algorithm
Published 2020-01-01“…A method based on the wavelet transform and improved particle swarm optimization (WIPSO) algorithm is proposed to identify the microdamage of structures. …”
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An Improved Multiobjective Particle Swarm Optimization Algorithm Using Minimum Distance of Point to Line
Published 2017-01-01“…In a multiobjective particle swarm optimization algorithm, selection of the global best particle for each particle of the population from a set of Pareto optimal solutions has a significant impact on the convergence and diversity of solutions, especially when optimizing problems with a large number of objectives. …”
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Research on site selection and capacity determination problem based on improved particle swarm algorithm
Published 2025-07-01Subjects: Get full text
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Decentralized Microenvironment-Based Particle Swarm Optimization Algorithm for Insect-Intelligent Building Platform
Published 2025-05-01“…This paper also proposes a Microenvironment-based Particle Swarm Optimization (MPSO) algorithm with those update mechanisms to quickly solve optimization problems using PSO under a microenvironment network. …”
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A hybrid differential evolution particle swarm optimization algorithm based on dynamic strategies
Published 2025-02-01“…Abstract Particle Swarm Optimization (PSO), a meta-heuristic algorithm inspired by swarm intelligence, is widely applied to various optimization problems due to its simplicity, ease of implementation, and fast convergence. …”
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