Research of an integrated decision model for production scheduling and maintenance planning with economic objective

Y Ao, H Zhang, C Wang - Computers & Industrial Engineering, 2019 - Elsevier
Semiconductor production has characteristics of reentry, uncertainty, and high level of
equipment integration, which are different with general machining processes. It involves …

The 10,000 facets of MDP model checking

C Baier, H Hermanns, JP Katoen - … and Software Science: State of the Art …, 2019 - Springer
This paper presents a retrospective view on probabilistic model checking. We focus on
Markov decision processes (MDPs, for short). We survey the basic ingredients of MDP …

The power of convex algebras

F Bonchi, A Silva, A Sokolova - 28th International Conference on …, 2017 - drops.dagstuhl.de
Probabilistic automata (PA) combine probability and nondeterminism. They can be given
different semantics, like strong bisimilarity, convex bisimilarity, or (more recently) distribution …

The theory of traces for systems with nondeterminism and probability

F Bonchi, A Sokolova… - 2019 34th Annual ACM …, 2019 - ieeexplore.ieee.org
This paper studies trace-based equivalences for systems combining nondeterministic and
probabilistic choices. We show how trace semantics for such processes can be recovered by …

Logical characterization of bisimulation metrics

V Castiglioni, D Gebler, S Tini - arXiv preprint arXiv:1610.08169, 2016 - arxiv.org
Bisimulation metrics provide a robust and accurate approach to study the behavior of
nondeterministic probabilistic processes. In this paper, we propose a logical characterization …

Behavioural pseudometrics for nondeterministic probabilistic systems

W Du, Y Deng, D Gebler - … , SETTA 2016, Beijing, China, November 9-11 …, 2016 - Springer
For the model of probabilistic labelled transition systems that allow for the co-existence of
nondeterminism and probabilities, we present two notions of bisimulation metrics: one is …

A Process Algebraic Approach to Predict and Control Uncertainty in Smart IoT Systems for Smart Cities Based on Permissible Probabilistic Equivalence

J Song, D Karagiannis, M Lee - Sensors, 2024 - mdpi.com
Process algebra is one of the most suitable formal methods to model smart IoT systems for
smart cities. Each IoT in the systems can be modeled as a process in algebra. In addition …

Presenting convex sets of probability distributions by convex semilattices and unique bases

F Bonchi, A Sokolova, V Vignudelli - arXiv preprint arXiv:2005.01670, 2020 - arxiv.org
arXiv:2005.01670v1 [cs.LO] 4 May 2020 Page 1 Presenting convex sets of probability
distributions by convex semilattices and unique bases Filippo Bonchi University of Pisa, Italy …

CTL Model Checking of MDPs over Distribution Spaces: Algorithms and Sampling-based Computations

Y Gao, KH Johansson, A Abate - Proceedings of the 27th ACM …, 2024 - dl.acm.org
This work studies computation tree logic (CTL) model checking for finite-state Markov
decision processes (MDPs) over the space of their distributions. Instead of investigating …

On the analysis of stochastic timed systems

A Hartmanns - 2015 - publikationen.sulb.uni-saarland.de
The formal methods approach to develop reliable and efficient safety-or performance-critical
systems is to construct mathematically precise models of such systems on which properties …