Consistency maintenance in multiresolution simulation
ACM Transactions on Modeling and Computer Simulation (TOMACS)
Multifaceted, multiparadigm modeling perspectives: tools for the 90's
WSC '86 Proceedings of the 18th conference on Winter simulation
A relational model of data for large shared data banks
Communications of the ACM
What Comes After the Semantic Web - PADS Implications for the Dynamic Web
Proceedings of the 20th Workshop on Principles of Advanced and Distributed Simulation
Requirements and design principles for multisimulation with multiresolution, multistage multimodels
Proceedings of the 39th conference on Winter simulation: 40 years! The best is yet to come
Observations on new developments in composability and multi-resolution modeling
Proceedings of the 39th conference on Winter simulation: 40 years! The best is yet to come
SpringSim '07 Proceedings of the 2007 spring simulation multiconference - Volume 2
Modeling & Simulation-Based Data Engineering: Introducing Pragmatics into Ontologies for Net-Centric Information Exchange
The levels of conceptual interoperability model: applying systems engineering principles to M&S
SpringSim '09 Proceedings of the 2009 Spring Simulation Multiconference
An Analysis of the Cost of Validating Semantic Composability
PADS '11 Proceedings of the 2011 IEEE Workshop on Principles of Advanced and Distributed Simulation
Panel discussion: education on conceptual modeling for simulation - challenging the art
Proceedings of the Winter Simulation Conference
Using a formal approach to simulation interoperability to specify languages for ambassador agents
Proceedings of the Winter Simulation Conference
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Conceptual models capture information that is crucial for composability of legacy solutions that is not formally captured in the derived technical artifacts. It is necessary to make this information available for the selection (or elimination) of available solutions, their orchestration, and their execution. Current standards barely address this class of problems. The approach presented in this paper is the first step towards self-organizing federation languages. The system interfaces are described in form of exchangeable data. The context of information exchange (syntax, semantics, and pragmatics) is captured as metadata. These metadata are used to identify the elements of a formal federation language that links model composability and simulation interoperability based on conceptual model elements. The paper describes the formal process of selection, orchestration, and execution and the underlying mathematics for the information exchange specifications that bridge conceptual and engineering levels of the federation process.