Conceptual Modeling for Discrete-Event Simulation

Bringing together an international group of researchers involved in military, business, and health modeling and simulation, Conceptual Modeling for Discrete-Event Simulation presents a comprehensive view of the current state of the art in the field. The book addresses a host of issues, including: What is a conceptual model? How is conceptual modeling performed in general and in specific modeling domains? What is the role of established approaches in conceptual modeling? Each of the book’s six parts focuses on a different aspect of conceptual modeling for simulation. The first section discusses the purpose and requirements of a conceptual model. The next set of chapters provides frameworks and tools for conceptual modeling. The book then describes the use of soft systems methodology for model structuring as well as the application of software engineering methods and tools for model specification. After illustrating how conceptual modeling is adopted in the military and semiconductor manufacturing, the book concludes with a discussion on future research directions. This volume offers a broad, multifaceted account of the field by presenting diverse perspectives on what conceptual modeling entails. It also provides a basis upon which these perspectives can be compared.

Foundations of Conceptual ModelingConceptual Modeling for Simulation: Definition and Requirements, Stewart RobinsonComplexity, Level of Detail, and Model Performance, Roger J. BrooksImproving the Understanding of Conceptual Modeling, Wang Wang and Roger J. Brooks Conceptual Modeling FrameworksA Framework for Simulation Conceptual Modeling, Stewart RobinsonDeveloping Participative Simulation Models: Framing Decomposition Principles for Joint Understanding, Durk-Jouke van der ZeeThe ABCmod Conceptual Modeling Framework, Gilbert Arbez and Louis G. BirtaConceptual Modeling Notations and Techniques, N. Alpay Karagöz and Onur DemirörsConceptual Modeling in Practice: A Systematic Approach, David Haydon Soft Systems Methodology for Conceptual ModelingMaking Sure You Tackle the Right Problem: Linking Hard and Soft Methods in Simulation Practice, Michael PiddUsing Soft Systems Methodology in Conceptual Modeling: A Case Study in Intermediate Health Care, Kathy Kotiadis Software Engineering for Conceptual ModelingAn Evaluation of SysML to Support Simulation Modeling, Paul Liston, Kamil Erkan Kabak, Peter Dungan, James Byrne, Paul Young, and Cathal Heavey Development of a Process Modeling Tool for Simulation, John Ryan and Cathal HeaveyMethods for Conceptual Model Representation, Stephan OnggoConceptual Modeling for Composition of Model-Based Complex Systems, Andreas Tolk, Saikou Y. Diallo, Robert D. King, Charles D. Turnitsa, and Jose J. PadillaUML-Based Conceptual Models and V&V, Ö. Özgür Tanriöver and Semih Bilgen Domain-Specific Conceptual ModelingConceptual Modeling Evolution within U.S. Defense Communities: The View from the Simulation Interoperability Workshop, Dale K. PaceOn the Simplification of Semiconductor Wafer Factory Simulation Models, Ralf Sprenger and Oliver Rose ConclusionConceptual Modeling: Past, Present, and Future, Durk-Jouke van der Zee, Roger J. Brooks, Stewart Robinson, and Kathy Kotiadis Index

Stewart Robinson is a professor of operational research and associate dean for specialist masters programmes at the University of Warwick Business School. Roger J. Brooks is a lecturer in the management science department at Lancaster University. Kathy Kotiadis is an assistant professor at the University of Warwick Business School and co-chair of the UK Simulation Special Interest Group. Durk-Jouke van der Zee is an associate professor of operations in the Faculty of Economics and Business at the University of Groningen.