Automation in Model-Driven Engineering: A look back, and ahead

L Burgueño, D Di Ruscio, H Sahraoui… - ACM Transactions on …, 2025 - dl.acm.org
Model-Driven Engineering (MDE) provides a huge body of knowledge of automation for
many different engineering tasks, especially those involving transitioning from design to …

A generic construction for crossovers of graph-like structures and its realization in the eclipse modeling framework

J Kosiol, S John, G Taentzer - Journal of Logical and Algebraic Methods in …, 2024 - Elsevier
In model-driven optimization (MDO), domain-specific models are used to define and solve
optimization problems via meta-heuristic search, often via evolutionary algorithms. Models …

[HTML][HTML] Multi-objective model transformation chain exploration with MOMoT

M Eisenberg, A Sahay, D Di Ruscio, L Iovino… - Information and …, 2024 - Elsevier
Context: The increasing complexity of modern systems leads to an increasing amount of
artifacts that are used along the model-based software and systems development lifecycle …

From single-objective to multi-objective reinforcement learning-based model transformation

M Eisenberg, M Wimmer - Software and Systems Modeling, 2024 - Springer
Abstract Model-driven optimization allows to directly apply domain-specific modeling
languages to define models which are subsequently optimized by applying a predefined set …

Automated SC-MCC test case generation using coverage-guided fuzzing

MR Golla, S Godboley - Software Quality Journal, 2024 - Springer
One of the main objectives of testing is to achieve adequate code coverage. Modern code
coverage standards suggest MC/DC (Modified Condition/Decision Coverage) instead of …

The Past, Present, and Future of Automation in Model-Driven Engineering

L Burgueño, D Di Ruscio, H Sahraoui… - arxiv preprint arxiv …, 2024 - arxiv.org
Model-Driven Engineering (MDE) provides a huge body of knowledge of automation for
many different engineering tasks, especially those involving transitioning from design to …

On the Application of Model-Driven Optimization to Business Processes

G Taentzer, J Kosiol, L Lambers - … on Applications and Theory of Petri …, 2024 - Springer
The optimization of business processes is an important task to increase the efficiency of the
described workflows. Metaheuristic optimization, such as evolutionary search, has been …

Why less is sometimes more: Using Boolean literals to solve 2048

BJ Berger, C Plump, R Drechsler - it-Information Technology, 2025 - degruyter.com
Explaining and understanding AI-generated policies of control problems is crucial for the
acceptance of such policies. Based on an optimisation challenge that took place at GECCO …

BJ Berger, C Plump, R Drechsler - arxiv preprint arxiv:2408.16780, 2024 - arxiv.org
As AI solutions enter safety-critical products, the explainability and interpretability of
solutions generated by AI products become increasingly important. In the long term, such …

Federation of heterogeneous models with machine learning-assisted model views

JWP Miranda - 2025 - theses.hal.science
Model-driven engineering (MDE) promotes models as a key element in addressing the
increasing complexity of the software systems' lifecycle. Engineering systems with MDE …