Model checking hierarchical probabilistic systems

• Main Authors: SUN, Jun, SONG, Songzheng, LIU, Yang
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2010
• Subjects: Model Check; Temporal Logic; Markov Decision Process; Mutual Exclusion; Probabilistic Choice; Programming Languages and Compilers; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/5035; https://ink.library.smu.edu.sg/context/sis_research/article/6038/viewcontent/model.pdf
• Institution: Singapore Management University

Probabilistic modeling is important for random distributed algorithms, bio-systems or decision processes. Probabilistic model checking is a systematic way of analyzing finite-state probabilistic models. Existing probabilistic model checkers have been designed for simple systems without hierarchy. In...