[图书][B] Decision Support System: Tools and Techniques

S Bandyopadhyay - 2023 - taylorfrancis.com
This book presents different tools and techniques used for Decision Support Systems (DSS),
including decision tree and table, and their modifications, multi-criteria decision analysis …

White-box validation of collective adaptive systems by statistical model checking and process mining

R Casaluce, M Tschaikowski, A Vandin - International Symposium on …, 2024 - Springer
Modeling and analyzing collective adaptive systems with heterogeneous components poses
challenges to language designers, software engineers, and computer scientists interested in …

Tools at the frontiers of quantitative verification: QComp 2023 competition report

R Andriushchenko, A Bork, CE Budde, M Češka… - International …, 2024 - Springer
The analysis of formal models that include quantitative aspects such as timing or
probabilistic choices is performed by quantitative verification tools. Broad and mature tool …

Approximate Constrained Lumping of Polynomial Differential Equations

A Leguizamon-Robayo, A Jiménez-Pastor… - … Methods in Systems …, 2023 - Springer
In life sciences, deriving insights from dynamic models can be challenging due to the large
number of state variables involved. To address this, model reduction techniques can be …

Abstraction-based segmental simulation of reaction networks using adaptive memoization

M Helfrich, R Andriushchenko, M Češka, J Křetínský… - BMC …, 2024 - Springer
Background Stochastic models are commonly employed in the system and synthetic biology
to study the effects of stochastic fluctuations emanating from reactions involving species with …

Coarse-graining Complex Networks for Control Equivalence

D Toller, M Tribastone, M Tschaikowski… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The ability to control complex networks is of crucial importance across a wide range of
applications in natural and engineering sciences. However, issues of both theoretical and …

Abstraction-based segmental simulation of chemical reaction networks

M Helfrich, M Češka, J Křetínský, Š Martiček - International Conference on …, 2022 - Springer
Simulating chemical reaction networks is often computationally demanding, in particular due
to stiffness. We propose a novel simulation scheme where long runs are not simulated as a …

Tools at the Frontiers of Quantitative Verification

R Andriushchenko, A Bork, CE Budde, M Češka… - arXiv preprint arXiv …, 2024 - arxiv.org
The analysis of formal models that include quantitative aspects such as timing or
probabilistic choices is performed by quantitative verification tools. Broad and mature tool …

Approximate Reductions of Rational Dynamical Systems in CLUE

A Jiménez-Pastor, A Leguizamon-Robayo… - … Methods in Systems …, 2024 - Springer
In life sciences, deriving insights from dynamical systems can be challenging due to the
large number of state variables involved. To address this, model reduction techniques can …

Runtime Probabilistic Analysis of Self-Adaptive Systems via Formal Approximation Techniques

MA Nia - 2022 - search.proquest.com
Self-adaptive systems provide the ability of autonomous decision-making for handling the
changes affecting the functionalities of cyber-physical systems. A self-adaptive system …