Title :
On stochastic bilinear control
Author :
Mohler, R.R. ; Kolodziej, W.J.
Author_Institution :
Oregon State University, Corvallis, OR
Abstract :
The object is to provide a condensed review of current research on bilinear stochastic systems, BLSS and their application, along with preliminary results on optimal filtering. BLSS arise naturally for generalized demographic processes such as may appear in immunology, nuclear physics, biological populations of species and human demography. For example, in the immune system bilinear differential equations describe cell division and chemical binding of antibody receptors to alien molecules due to the law of mass action. Multiplicative stochastic coefficients may be introduced for probabilities of division and differentiation of classes of cells. Additive noise may appear from the bone marrow source of cells, the effects of ill-defined accessory cells and from "measurements".
Keywords :
Chemicals; Demography; Differential equations; Filtering; Humans; Immune system; Nuclear physics; Stochastic processes; Stochastic resonance; Stochastic systems;
Conference_Titel :
Decision and Control including the Symposium on Adaptive Processes, 1979 18th IEEE Conference on
Conference_Location :
Fort Lauderdale, FL, USA
DOI :
10.1109/CDC.1979.270289