'PSO_2012.R': improved performance, by removing colnames and rownames to X, V, X.neighbours and Xt.fitness

'hydroPSO' function: argument 'method' now allows 'canonical'. 'fn' argument now can be function or character

hydroPSO: when 'out.with.fit.iter=TRUE, the number of iterations returned correspond to the effective number carried out, not to 'maxit'

'hydroPSO': immproved checking of some arguments; 'random.update' only used when 'best.update'=async, and more and better examples. 'text\_functions': corrected name of the 'rastringin' function, and corrected definition of the 'shafferF6' function

Fixed error that appeared when the 'plot_out' function was called from an R script running directly on the OS console (not within the R editor), with the following error message: 'Error in plot2(x = sim, y = obs, plot.type = single, main = paste('Daily',  : could not find function 'hasArg'

new 'random.update' parameter for the 'control' variable, in order to allow random update of personal/global best

hydroPSO: default value of the inertia weight 'IW' was changed from (linearly decreasing) IW.w= c(1.2, 0.4) to 'IW.w=1/(2*log(2))'

hydroPSO: fixed small bug related to improper PSO evolution when 'best.update==async'. source code was tidy up. Added '...'  parameter.

'velocities' variable removed. Writing of 'Velocities.txt' and 'Particles.txt' files moved to the begining of the 'Particles Loop (j)' loop

 much less memory consumption for large values of 'maxit' and/or 'npart'. The files 'BestParamPerIter.txt', 'PbestPerIter.txt', and 'LocalBestPerIter.txt' are now written at the end of each iteration, and not at the end of the main algorithm

hydroPSO: the convergence of the algorithm controlled by 'reltol' is now defined by 'reltol <= normalised swarm radius'