Model-driven engineering. Model-driven engineering (MDE) is a software development methodology that focuses on creating and exploiting domain models, which are conceptual models of all the topics related to a specific problem. Hence, it highlights and aims at abstract representations of the knowledge and activities that govern a particular application domain, rather than the computing (i.e. algorithmic) concepts.

MDE is a subfield of a software design approach referred as round-trip engineering. The scope of the MDE is much wider than that of the Model-Driven Architecture.

Overview
The MDE approach is meant to increase productivity by maximizing compatibility between systems (via reuse of standardized models), simplifying the process of design (via models of recurring design patterns in the application domain), and promoting communication between individuals and teams working on the system (via a standardization of the terminology and the best practices used in the application domain). For instance, in model-driven development, technical artifacts such as source code, documentation, tests, and more are generated algorithmically from a domain model.

A modeling paradigm for MDE is considered effective if its models make sense from the point of view of a user that is familiar with the domain, and if they can serve as a basis for implementing systems. The models are developed through extensive communication among product managers, designers, developers and users of the application domain. As the models approach completion, they enable the development of software and systems.

Some of the better known MDE initiatives are:
 The Object Management Group (OMG) initiative Model-Driven Architecture (MDA) which is leveraged by several of their standards such as Meta-Object Facility, XMI, CWM, CORBA, Unified Modeling Language (to be more precise, the OMG currently promotes the use of a subset of UML called fUML together with its action language, ALF, for model-driven architecture; a former approach relied on Executable UML and OCL, instead), and QVT.
 The Eclipse "eco-system" of programming and modelling tools represented in general terms by the (Eclipse Modeling Framework). This framework allows the creation of tools implementing the MDA standards of the OMG; but, it is also possible to use it to implement other modeling-related tools.

History
The first tools to support MDE were the Computer-Aided Software Engineering (CASE) tools developed in the 1980s. Companies like Integrated Development Environments (IDE – StP), Higher Order Software (now Hamilton Technologies, Inc., HTI), Cadre Technologies, Bachman Information Systems, and Logic Works (BP-Win and ER-Win) were pioneers in the field.

The US government got involved in the modeling definitions creating the IDEF specifications. With several variations of the modeling definitions (see Booch, Rumbaugh, Jacobson, Gane and Sarson, Harel, Shlaer and Mellor, and others) they were eventually joined creating the Unified Modeling Language (UML). Rational Rose, a product for UML implementation, was done by Rational Corporation (Booch) responding automation yield higher levels of abstraction in software development. This abstraction promotes simpler models with a greater focus on problem space. Combined with executable semantics this elevates the total level of automation possible. The Object Management Group (OMG) has developed a set of standards called Model-Driven Architecture (MDA), building a foundation for this advanced architecture-focused approach.

Advantages
According to Douglas C. Schmidt, model-driven engineering technologies offer a promising approach to address the inability of third-generation languages to alleviate the complexity of platforms and express domain concepts effectively.

Tools
Notable software tools for model-driven engineering include:

 AADL from Carnegie-Mellon Software Engineering Institute
 Acceleo an open source code generator from Obeo
 Actifsource
 AgileUML an open source MDE toolset from AgileMDE Ltd
 ATLAS Transformation Language or ATL, a model transformation language from Obeo
 DUALLy, an MDE framework to create interoperability
 Eclipse Modeling Framework (EMF)
 Enterprise Architect from Sparx Systems
 eTrice an open source implementation of the Real-Time Object-Oriented Modeling standard
 Generic Eclipse Modeling System (GEMS)
 GeneXus a knowledge-based, declarative, multi-platform, multi-language development solution
 Graphical Modeling Framework (GMF)
 JetBrains MPS, a metaprogramming system from JetBrains
 MagicDraw from No Magic Inc
 MERODE JMermaid from KU Leuven (educational)
 MetaEdit+ from MetaCase
 ModelCenter from Phoenix Integration
 Open ModelSphere
 OptimalJ from Compuware
 PREEvision from Vector Informatik
 Rhapsody from IBM
 PowerDesigner from SAP
 Simulink from MathWorks
 Software Ideas Modeler from Dusan Rodina
 Sirius an Eclipse open source project to create custom graphical modeling workbenches
 Together Architect from Borland
 Umbrello by KDE
 Umple from the University of Ottawa
 Uniface from Compuware
 YAKINDU Statechart Tools open source tool build on top of Eclipse

See also
 Application lifecycle management (ALM)
 Business Process Model and Notation (BPMN)
 Business-driven development (BDD)
 Domain-driven design (DDD)
 Domain-specific language (DSL)
 Domain-specific modeling (DSM)
 Domain-specific multimodeling
 Language-oriented programming (LOP)
 List of Unified Modeling Language tools
 Model transformation (e.g. using QVT)
 Model-based testing (MBT)
 Modeling Maturity Level (MML)
 Model-based systems engineering (MBSE)
 Service-oriented modeling Framework (SOMF)
 Software factory (SF)
 Story-driven modeling (SDM)
 Open API, open source specification for description of models and operations for HTTP interoperation and REST APIc

References

Further reading
 David S. Frankel, Model Driven Architecture: Applying MDA to Enterprise Computing, John Wiley & Sons, 
 Marco Brambilla, Jordi Cabot, Manuel Wimmer, Model Driven Software Engineering in Practice, foreword by Richard Soley (OMG Chairman), Morgan & Claypool, USA, 2012, Synthesis Lectures on Software Engineering #1. 182 pages.  (paperback),  (ebook). https://www.mdse-book.com

External links
 Model-Driven Architecture: Vision, Standards And Emerging Technologies at omg.org

Systems engineering
Unified Modeling Language