For a group of stochastic systems whose output probability density function (PDF) is modelled by the B-spline neural networks with singular weights dynamics, the output PDF is controlled towards the desired PDF by an innovative optimization design with monotonically decreasing performance. The controller is developed based on the transformed equivalent non-singular system with sufficient conditions given for the monotonic performance.
|Name||Lecture Notes in computer Science|
|Conference||International Symposium on Neural Networks 2006|
|Period||28/05/06 → 1/06/06|