ReversibleJumpMCMCSimulatedAnneaing
所属分类：matlab编程
开发工具：matlab
文件大小：936KB
下载次数：77
上传日期：2006-10-26 14:25:12
上 传 者：
飞飞辉
说明： 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
文件列表:
Reversible Jump MCMC Simulated Annealing\report5.log (670, 2006-10-23)
Reversible Jump MCMC Simulated Annealing\report5.pdf (797768, 2006-10-23)
Reversible Jump MCMC Simulated Annealing\report5.ps (1720343, 1999-07-14)
Reversible Jump MCMC Simulated Annealing\rjMCMCsa\gengamma.m (580, 1999-06-01)
Reversible Jump MCMC Simulated Annealing\rjMCMCsa\rjCubic.m (564, 1999-06-01)
Reversible Jump MCMC Simulated Annealing\rjMCMCsa\rjdemo1sa.m (5010, 1999-06-01)
Reversible Jump MCMC Simulated Annealing\rjMCMCsa\rjGaussian.m (656, 1999-06-01)
Reversible Jump MCMC Simulated Annealing\rjMCMCsa\rjMultiquadric.m (583, 1999-06-01)
Reversible Jump MCMC Simulated Annealing\rjMCMCsa\rjsann.m (9920, 1999-06-01)
Reversible Jump MCMC Simulated Annealing\rjMCMCsa\rjtpSpline.m (561, 1999-06-01)
Reversible Jump MCMC Simulated Annealing\rjMCMCsa\sarBirth.m (2995, 1999-06-01)
Reversible Jump MCMC Simulated Annealing\rjMCMCsa\sarDeath.m (2491, 1999-06-01)
Reversible Jump MCMC Simulated Annealing\rjMCMCsa\sarMerge.m (3874, 1999-06-01)
Reversible Jump MCMC Simulated Annealing\rjMCMCsa\sarRW.m (3469, 1999-06-01)
Reversible Jump MCMC Simulated Annealing\rjMCMCsa\sarSplit.m (3634, 1999-06-01)
Reversible Jump MCMC Simulated Annealing\rjMCMCsa\sarUpdate.m (3420, 1999-06-01)
Reversible Jump MCMC Simulated Annealing\rjMCMCsa (0, 2006-10-23)
Reversible Jump MCMC Simulated Annealing (0, 2006-10-23)
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