Stochastic Model Checking

International Autumn School, ROCKS 2012, Vahrn, Italy, October 22-26, 2012. Advanced Lectures
Erscheinungsjahr 2014
ISBN: 978-3-662-45488-6
Verlag: Springer

Buch, Englisch, 281 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 4511 g

Reihe: Theoretical Computer Science and General Issues

The use of stochastic models in computer science is wide spread, for instance in performance modeling, analysis of randomized algorithms and communication protocols which form the structure of the Internet. Stochastic model checking is an important field in stochastic analysis. It has rapidly gained popularity, due to its powerful and systematic methods to model and analyze stochastic systems. This book presents 7 tutorial lectures given by leading scientists at the ROCKS Autumn School on Stochastic Model Checking, held in Vahrn, Italy, in October 2012. The 7 chapters of this tutorial went through two rounds of reviewing and improvement and are summarizing the state-of-the-art in the field, centered around the tree areas of stochastic models, abstraction techniques and stochastic model checking.

Zielgruppe

Graduate

Autoren/Hrsg.

Remke, Anne

Stoelinga, Mariëlle

Fachgebiete

• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Software Engineering Modellierung, UML, SysML
• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Algorithmen & Datenstrukturen

Inhaltsverzeichnis

The tree areas of stochastic models.- Abstraction techniques.- Stochastic model checking.