Package 'pso'. https://cran.r-project.org/web/packages/pso/ pso.pdf. Available online, 2016. ,
A Limited Memory Algorithm for Bound Constrained Optimization, SIAM Journal on Scientific Computing, vol.16, issue.5, pp.1190-1208, 1995. ,
DOI : 10.1137/0916069
A new optimizer using particle swarm theory, MHS'95. Proceedings of the Sixth International Symposium on Micro Machine and Human Science, pp.39-43, 1995. ,
DOI : 10.1109/MHS.1995.494215
Parameter control in evolutionary algorithms, IEEE Transactions on Evolutionary Computation, vol.3, issue.2, pp.124-141, 1999. ,
DOI : 10.1109/4235.771166
URL : https://hal.archives-ouvertes.fr/inria-00140549
DEAP: Evolutionary algorithms made easy, Journal of Machine Learning Research, vol.13, pp.2171-2175, 2012. ,
A New Heuristic Optimization Algorithm: Harmony Search, SIMULATION, vol.125, issue.2, pp.60-68, 2001. ,
DOI : 10.1061/(ASCE)0733-9496(1999)125:4(215)
Design of fuzzy cognitive maps for modeling time series, IEEE Transactions on Fuzzy Systems, pp.120-130, 2016. ,
A powerful and efficient algorithm for numerical function optimization: artificial bee colony (ABC) algorithm, Journal of Global Optimization, vol.26, issue.4, pp.459-471, 2007. ,
DOI : 10.1007/978-1-4471-0721-7
Fuzzy cognitive maps, International Journal of Man-Machine Studies, vol.24, issue.1, pp.65-75, 1986. ,
DOI : 10.1016/S0020-7373(86)80040-2
Learning fuzzy cognitive maps using evolution strategies: a novel schema for modeling and simulating high-level behavior, Proceedings of the 2001 Congress on Evolutionary Computation (IEEE Cat. No.01TH8546), pp.364-371, 2001. ,
DOI : 10.1109/CEC.2001.934413
Learning Method Inspired on Swarm Intelligence for Fuzzy Cognitive Maps: Travel Behaviour Modelling, Proc. of International Conference on Artificial Neural Networks and Machine Learning. ICANN 2012, pp.718-725, 2012. ,
DOI : 10.1007/978-3-642-33269-2_90
An improved harmony search algorithm for solving optimization problems, Applied Mathematics and Computation, vol.188, issue.2, pp.1567-1579, 2007. ,
DOI : 10.1016/j.amc.2006.11.033
Learning Algorithms for Fuzzy Cognitive Maps???A Review Study, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews), vol.42, issue.2, pp.150-163, 2012. ,
DOI : 10.1109/TSMCC.2011.2138694
Fuzzy Cognitive Maps for Applied Sciences and Engineering: From Fundamentals to Extensions and Learning Algorithms, 2013. ,
DOI : 10.1007/978-3-642-39739-4
Fuzzy Cognitive Maps Learning Using Particle Swarm Optimization, Journal of Intelligent Information Systems, vol.85, issue.2, pp.95-121, 2005. ,
DOI : 10.1007/978-3-540-24854-5_41
Particle swarm optimization, Swarm Intelligence, vol.393, issue.6, pp.33-57, 2007. ,
DOI : 10.1007/978-3-540-31989-4_26
URL : https://hal.archives-ouvertes.fr/hal-01570317
A survey of fuzzy cognitive map learning methods, Issues in Soft Computing: Theory and Applications, pp.71-84, 2005. ,
Numerical and Linguistic Prediction of Time Series With the Use of Fuzzy Cognitive Maps, IEEE Transactions on Fuzzy Systems, vol.16, issue.1, pp.61-72, 2008. ,
DOI : 10.1109/TFUZZ.2007.902020
Genetic learning of fuzzy cognitive maps. Fuzzy Sets and Systems, pp.371-401, 2005. ,
DOI : 10.1016/j.fss.2005.01.009
Differential evolution ? a simple and efficient heuristic for global optimization over continuous spaces, Journal of Global Optimization, vol.11, issue.4, pp.341-359, 1997. ,
DOI : 10.1023/A:1008202821328