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Self-modeling curve resolution (SMCR) by particle swarm optimization (PSO)

Analytica Chimica Acta, 2007
Particle swarm optimization (PSO) combined with alternating least squares (ALS) is introduced to self-modeling curve resolution (SMCR) in this study for effective initial estimate. The proposed method aims to search concentration profiles or pure spectra which give the best resolution result by PSO. SMCR sometimes yields insufficient resolution results
Hideyuki, Shinzawa   +4 more
openaire   +2 more sources

PSO-FastSLAM: An improved FastSLAM framework using particle swarm optimization

2009 IEEE International Conference on Systems, Man and Cybernetics, 2009
FastSLAM is a framework which solves the problem of simultaneous localization and mapping using a Rao-Blackwellized particle filter. Conventional FastSLAM is known to degenerate over time in terms of accuracy due to the particle depletion in resampling phase.
Heon-Cheol Lee   +3 more
openaire   +1 more source

Structure of Particle Swarm Optimization (PSO)

2023
Mohammad Ehteram   +2 more
openaire   +1 more source

An Analysis of Particle Properties on a Multi-swarm PSO for Dynamic Optimization Problems

2010
The particle swarm optimization (PSO) algorithm has successfully been applied to dynamic optimization problems with very competitive results. One of its best performing variants is the one based on the atomic model, with quantum and trajectory particles.
Ignacio García del Amo   +3 more
openaire   +1 more source

Fuzzy Inspection of Fabric Defects Based on Particle Swarm Optimization (PSO)

2008
A new approach for inspection of fabric defects based on Principal Component Analysis (PCA) and Fuzzy C-Mean Clustering (FCM) Based on Particle Swarm Optimization (PSO) is proposed. First, the PCA is used to reduce the dimension of the original image and computation complexity.
Juan Liu, Hui Ju
openaire   +1 more source

Particle Swarm Optimization (PSO)

2013
Feng-Sheng Wang, Li-Hsunan Chen
openaire   +1 more source

PSO-X: A Component-Based Framework for the Automatic Design of Particle Swarm Optimization Algorithms

IEEE Transactions on Evolutionary Computation, 2022
Christian Leonardo Camacho Villalon   +2 more
exaly  

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