RaoBlackwellisedParticleFilteringforDynamicConditi - The software implements particle filtering and Rao Blackwellised particle filtering for conditionally Gaussian Models. The RB algorithm can be interpreted as an efficient stochastic mixture of Kalman filters. The software also includes efficient state-of-the-art resampling routines. These are generic and suitable for any application.,2006-10-26 14:36:56,下载91次
ReversibleJumpMCMCSimulatedAnneaing.rar - This demo nstrates the use of the reversible jump MCMC simulated annealing for neural networks. This algorithm enables us to maximise the joint posterior distribution of the network parameters and the number of basis function. It performs a global search in the joint space of the parameters and number of parameters, thereby surmounting the problem of local minima. It allows the user to choose among various model selection criteria, including AIC, BIC and MDL,2006-10-26 14:25:12,下载77次
SequentialSamplingImportanceResampling(SIR).rar - this demo is to show you how to implement a generic SIR (a.k.a. particle, bootstrap, Monte Carlo) filter to estimate the hidden states of a nonlinear, non-Gaussian state space model.,2006-10-26 14:20:12,下载172次
DrawMapz.rar - 读入位置数据可得到图形并可缩放，VC编写,2006-10-26 14:15:20,下载37次
EMdemo.rar - EM algorithm with a Rauch-Tung-Striebel smoother and an M step,内有说明,2006-10-23 17:53:47,下载45次