Modeling, Simulation, and Verification of Stochastic Hybrid Systems

9783639350500: Modeling, Simulation, and Verification of Stochastic Hybrid Systems
Alle Exemplare der Ausgabe mit dieser ISBN anzeigen:
Reseña del editor:

Formal modeling and analysis methods hold great promise to help further discovery and innovation for biochemical systems. This work uses Stochastic Hybrid Systems for modeling and analysis because they can formally capture the complex dynamics of a large class of biochemical systems. An advanced fixed step simulation technique is presented for SHS. Further, an adaptive time stepping simulation method for SHS is implemented to improve accuracy and efficiency. An exhaustive verification method for SHS based on dynamic programming is developed as a tool for analyzing reachability properties for the entire state space. Reachability analysis can also be performed using Monte Carlo methods, so Monte Carlo methods for SHS are implemented. Realistic case studies are used to demonstrate the modeling capabilities of SHS and the analysis methods. The case studies include models of sugar cataract development in the lens of a human eye, a commercial biodiesel production system, glycolysis, which is a cellular energy conversion mechanism found in every living cell, and the water and electrolyte balance system in humans.

Biografía del autor:

Derek Riley is currently a computer science professor at the University of Wisconsin- Parkside.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

(Keine Angebote verfügbar)

Buch Finden:

Kaufgesuch aufgeben

Sie kennen Autor und Titel des Buches und finden es trotzdem nicht auf ZVAB? Dann geben Sie einen Suchauftrag auf und wir informieren Sie automatisch, sobald das Buch verfügbar ist!

Kaufgesuch aufgeben