Swarm intelligence
Recent approaches to global optimization problems through Particle Swarm Optimization
Natural Computing: an international journal
Evolutionary Optimization Versus Particle Swarm Optimization: Philosophy and Performance Differences
EP '98 Proceedings of the 7th International Conference on Evolutionary Programming VII
The particle swarm optimization algorithm: convergence analysis and parameter selection
Information Processing Letters
Fuzzy Cognitive Maps Learning Using Particle Swarm Optimization
Journal of Intelligent Information Systems
CSBW '05 Proceedings of the 2005 IEEE Computational Systems Bioinformatics Conference - Workshops
Dispersed particle swarm optimization
Information Processing Letters
Ensemble Classification for Cancer Data
BMEI '08 Proceedings of the 2008 International Conference on BioMedical Engineering and Informatics - Volume 01
Improving fuzzy cognitive maps learning through memetic particle swarm optimization
Soft Computing - A Fusion of Foundations, Methodologies and Applications
Computing Nash equilibria through computational intelligence methods
Journal of Computational and Applied Mathematics - Special issue: Selected papers of the international conference on computational methods in sciences and engineering (ICCMSE-2003)
Unified particle swarm optimization for solving constrained engineering optimization problems
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part III
Unified particle swarm optimization in dynamic environments
EC'05 Proceedings of the 3rd European conference on Applications of Evolutionary Computing
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
The particle swarm - explosion, stability, and convergence in amultidimensional complex space
IEEE Transactions on Evolutionary Computation
The fully informed particle swarm: simpler, maybe better
IEEE Transactions on Evolutionary Computation
On the computation of all global minimizers through particle swarm optimization
IEEE Transactions on Evolutionary Computation
An approach to multimodal biomedical image registration utilizing particle swarm optimization
IEEE Transactions on Evolutionary Computation
Parameter selection and adaptation in Unified Particle Swarm Optimization
Mathematical and Computer Modelling: An International Journal
Integral Particle Swarm Optimization with Dispersed Accelerator Information
Fundamenta Informaticae - Swarm Intelligence
On mass effects to artificial physics optimisation algorithm for global optimisation problems
International Journal of Innovative Computing and Applications
Boid particle swarm optimisation
International Journal of Innovative Computing and Applications
Individual predicted integral-controlled particle swarm optimisation
International Journal of Innovative Computing and Applications
Nearest neighbor interaction PSO based on small-world model
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
A novel constraint multi-objective artificial physics optimisation algorithm and its convergence
International Journal of Innovative Computing and Applications
Particle swarm optimisation with simple and efficient neighbourhood search strategies
International Journal of Innovative Computing and Applications
The optimisation research of screw conveyor
International Journal of Innovative Computing and Applications
Particle swarm optimiser with hybrid multi-parent crossover and discrete recombination
International Journal of Intelligent Information and Database Systems
Membrane quantum particle swarm optimisation for cognitive radio spectrum allocation
International Journal of Computer Applications in Technology
A new stochastic algorithm to direct orbits of chaotic systems
International Journal of Computer Applications in Technology
Using group-decided Watts-Strogatz particle swarm optimisation to direct orbits of chaotic systems
International Journal of Wireless and Mobile Computing
Integral Particle Swarm Optimization with Dispersed Accelerator Information
Fundamenta Informaticae - Swarm Intelligence
Parallel cooperative micro-particle swarm optimization: A master-slave model
Applied Soft Computing
International Journal of Innovative Computing and Applications
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This paper investigates the performance of particle swarm optimization (PSO) and unified particle swarm optimization (UPSO) in magnetoencephalography (MEG) problems. For this purpose, two interesting tasks are considered. The first is the source localisation problem, also called the 'inverse MEG problem', where an unknown excitation source has to be identified, based on a set of sensor measurements that can be contaminated by noise. We refer to the second task as 'forward task for inverse use'. It consists of the detection of the proper coefficients for approximating the magnetic potential through a spherical expansion, as accurately as possible. Also, the study of their behaviour under variations of the number of available measurements is considered. The obtained results are statistically analysed, providing useful insight regarding the applicability of the employed algorithms on such problems. Also, significant indications regarding the behaviour of several intrinsic dependencies of the problem are derived.