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Approaches to Co-Evolution of Metamodels and Models: A Survey

Regina Hebig, Djamel Eddine Khelladi, Reda Bendraou
2017 IEEE Transactions on Software Engineering  
In this paper, we present a survey on 31 approaches to support metamodel-model co-evolution. We introduce a taxonomy of solution techniques and classify the existing approaches.  ...  To address this risk, a multitude of approaches for metamodel-model co-evolution were proposed in the last 10 years.  ...  Herrmannsdoerfer and Wachmuth provide a survey on 10 approaches for the coupled evolution of metamodel and models [82] .  ... 
doi:10.1109/tse.2016.2610424 fatcat:kpaib4eii5ambf6ugw4vyrro7a

Model Transformation By-Example: A Survey of the First Wave [chapter]

Gerti Kappel, Philip Langer, Werner Retschitzegger, Wieland Schwinger, Manuel Wimmer
2012 Lecture Notes in Computer Science  
To tackle this problem, model transformation by-example approaches have been proposed which follow the same fundamental idea as query by-example and programming by-example approaches.  ...  In this context, model transformations are crucial for the success of MDE, being comparable in role and importance to compilers for high-level programming languages.  ...  application domains such as model co-evolution, model versioning, and model repository mining.  ... 
doi:10.1007/978-3-642-28279-9_15 fatcat:7mqxrbymrjfzjmbm77mcqlqmb4

A Survey on Modeling Language Evolution in the New Millennium

Arianna D'Ulizia, Fernando Ferri, Patrizia Grifoni
2019 New generation computing  
Language is a complex evolving system and it is not a trivial task to model the dynamics of processes occurring during its evolution.  ...  of the surveyed language evolution models to give some conclusions about current trends and future perspectives of this research field.  ...  They faced the problem of migrating existing models to a new version of their metamodel and proposed an approach, named COPE, that specifies the coupled evolution of metamodels and models to reduce migration  ... 
doi:10.1007/s00354-019-00079-7 fatcat:2vezwkkhdbfpnhuljfpsvo5tg4

Metamodeling techniques for CPU-intensive simulation-based design optimization: a survey

Hanane Khatouri, Tariq Benamara, Piotr Breitkopf, Jean Demange
2022 Advanced Modeling and Simulation in Engineering Sciences  
Thus, the concept of multi-fidelity proposes to merge different levels of fidelity within a single model with controlled variance.  ...  This paper reviews the strategies that seek to improve surrogate-based optimization efficiency, including ROM, multi-fidelity metamodeling, and DOE enrichment strategies.  ...  Acknowledgements The authors would like to thank Cenaero and Safran Aircraft Engines for their support and permission to publish this study, as well as Cenaero and the university of Technology of Compiegne  ... 
doi:10.1186/s40323-022-00214-y fatcat:4n7uucw445b5vcalrrxcrcwctq

Modeling and Simulation of Systems of Systems – a Survey

Anjel Tzanev
2013 Cybernetics and Information Technologies  
The paper surveys the current state of the art and perspectives in the theoretical and practical achievements at the area of Systems of Systems (SoS) and SoS Engineering (SoSE).  ...  The conceptions about SoS simulation modeling, subsystem integration and practical implementation issues in the face of main three tendencies for development (academic, military and industrial) are considered  ...  SoSE appears to be a necessary extension and evolution of classic SE.  ... 
doi:10.2478/cait-2013-0011 fatcat:2b4r3xbuovfnhjt3ci676p4yxu

A survey on multi-objective hyperparameter optimization algorithms for Machine Learning [article]

Alejandro Morales-Hernández and Inneke Van Nieuwenhuyse and Sebastian Rojas Gonzalez
2021 arXiv   pre-print
, and approaches using a mixture of both.  ...  This article presents a systematic survey of the literature published between 2014 and 2020 on multi-objective HPO algorithms, distinguishing between metaheuristic-based algorithms, metamodel-based algorithms  ...  The algorithm (NSGANetV2) simultaneously optimizes the architectural hyperpa- rameters and the model weights of a CNN, using a bi-level approach consisting of NSGA-II combined with a metamodel.  ... 
arXiv:2111.13755v2 fatcat:q2qtofihtzev5mose5aj7odfzm

A Detailed Survey on Topic Modeling for Document and Short Text Data

S. Likhitha, B. S., H. M.
2019 International Journal of Computer Applications  
A topic comprises of a group of words that are often take place together. Topic models are better performing techniques to extract semantic knowledge presented in the data.  ...  In this paper, we present a detailed survey covering the various topic modeling techniques proposed in last decade.  ...  In contrast with the frequency of co-occurrence of words to infer the topics, Salerno et al., [33] proposed Word Community Allocation (WCA) model to develop a cluster of words from documents and vocabulary  ... 
doi:10.5120/ijca2019919265 fatcat:jmti3vkmufa3xkywpo3pebravi

Evolving models in Model-Driven Engineering: State-of-the-art and future challenges

Richard F. Paige, Nicholas Matragkas, Louis M. Rose
2016 Journal of Systems and Software  
The artefacts used in Model-Driven Engineering (MDE) evolve as a matter of course: models are modified and updated as part of the engineering process; metamodels change as a result of domain analysis and  ...  MDE artefacts are inter-related, and simultaneously constrain each other, making evolution a challenge to manage.  ...  The authors thank the editors for their feedback and for the invitation to write this article.  ... 
doi:10.1016/j.jss.2015.08.047 fatcat:7liqllsefbf57cjtgurdyimw4u

A Tool for Supporting the Co-Evolution of Enterprise Architecture Meta-models and Models

Nuno Silva, Miguel Mira da Silva, Pedro Sousa
2018 Information Systems Development  
Results from surveys on enterprise architecture tool analysis showed a lack of support concerning the co-evolution of enterprise architecture meta-model and models.  ...  This paper presents a tool that automates enterprise architecture models co-evolution according to a set of meta-model changes.  ...  Acknowledgments The authors wish to thank the ISD reviewers for their valuable remarks.  ... 
dblp:conf/isdevel/SilvaSS18 fatcat:bijeejqhy5fp3jvoeuamhqutwa

Evolutionary Optimization in Uncertain Environments—A Survey

Y. Jin, J. Branke
2005 IEEE Transactions on Evolutionary Computation  
Existing approaches to addressing different uncertainties are presented and discussed, and the relationship between the different categories of uncertainties are investigated.  ...  This paper attempts to provide a comprehensive overview of the related work within a unified framework, which has been scattered in a variety of research areas.  ...  ACKNOWLEDGMENT The authors are grateful to X. Yao and three anonymous referees for their constructive comments. Y. Jin would like to thank B. Sendhoff and E. Körner for their support.  ... 
doi:10.1109/tevc.2005.846356 fatcat:sehd6hms5nendgm26vxigmnk6a

Towards models and metamodels co-evolution approach

Fouzia Anguel, Abdelkrim Amirat, Nora Bounour
2013 2013 11th International Symposium on Programming and Systems (ISPS)  
In this paper, we introduce co-evolution problem, we give an overview of different approaches to the problem and compare them. As a complementary result we conclude with directions of future work.  ...  Models are defined using modelling languages defined as metamodels. When a metamodel evolves, models may no longer conform to it.  ...  In this survey, we discuss the state-of the-art in metamodel and model co-evolution approaches highlighting their strengths and weaknesses, and then we compare a selected set from the described approaches  ... 
doi:10.1109/isps.2013.6581482 fatcat:mjf6wu4kvzcwrefx6mtjzhdmwe

Web Migration - A Survey Considering the SME Perspective

Sebastian Heil, Martin Gaedke
2017 Proceedings of the 12th International Conference on Evaluation of Novel Approaches to Software Engineering  
This survey provides an overview on existing WM approaches with a dedicated focus on the SME perspective.  ...  A large body of research exists in this field, but the specifics of SMEs have been overseen so far.  ...  ACKNOWLEDGEMENTS The authors would like to thank Annika Krebs and Sven Maak for their valuable contributions to conducting this survey.  ... 
doi:10.5220/0006353502550262 dblp:conf/enase/HeilG17 fatcat:5b3q6nu3ifhtpmkqe2xwmnreuq

Virtual Heterogeneous Model Integration Layer

Muhammad Ali, Asadullah Shaikh, Khizer Hayat, Mutiullah Shaikh
2016 International Journal of Advanced Computer Science and Applications  
To deal with these conflicts, current integration mechanisms defines specific set of rules to resolve these conflicts and accompalish integration.  ...  The classic way of building a software today simplistically consists in connecting a piece of code calling a method with the piece of code implementing that method.  ...  [3] presented a vision of co-evolution between metamodels and models that has an ability to adopt change propagation.  ... 
doi:10.14569/ijacsa.2016.070578 fatcat:i2iwvdlribg4xnfhtaaqjhwiru

A survey of autonomic computing methods in digital service ecosystems

Dhaminda B. Abeywickrama, Eila Ovaska
2016 Service Oriented Computing and Applications  
Service engineering of digital service ecosystems can be associated with several challenges, such as change and evolution of requirements; gathering of quality requirements and assessment; and uncertainty  ...  This article presents a review and comparison of autonomic computing methods in digital service ecosystems from the perspective of service engineering, i.e., requirements engineering and architecting of  ...  , and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.  ... 
doi:10.1007/s11761-016-0203-8 fatcat:2nj2at5vtne4bg6vdmu5okc7gq

Business process management (BPM) standards: a survey

Ryan K.L. Ko, Stephen S.G. Lee, Eng Wah Lee
2009 Business Process Management Journal  
Purpose -In the last two decades, a proliferation of business process management (BPM) modeling languages, standards and software systems has given rise to much confusion and obstacles to adoption.  ...  This paper seeks to make sense of the myriad BPM standards, organising them in a classification framework, and to identify key industry trends.  ...  The authors wish to thank the Editor and reviewers for their constructive comments and suggestions.  ... 
doi:10.1108/14637150910987937 fatcat:hqgndiitczh5hlwpwpezuorwxi
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