Yin, C and McKay, A orcid.org/0000-0002-8187-4759 (2018) Introduction to Modeling and Simulation Techniques. In: Proceedings of ISCIIA 2018 and ITCA 2018. The 8th International Symposium on Computational Intelligence and Industrial Applications and The 12th China-Japan International Workshop on Information Technology and Control Applications, 02-06 Nov 2018, Tengzhou, China.
Abstract
Modeling and simulation techniques are becoming an important research method for investigating operational and organizational systems. Many literatures report different aspects and views of modeling and simulation but there is little literature that covers a full cycle of modeling and simulation, including both model design & development and model verification & validation, for use in industrial product development systems. This paper introduces modeling and simulation concepts, methods and tools, and discusses approaches that can be used for model verification and validation. A modeling and simulation procedure, designed for use in understanding industrial product development systems, is introduced that accommodates both model creation and verification & validation. The overall goal of the research is to bridge the gap between model design & development and model verification & validation in a modeling and simulation procedure which, as a whole, is essential for the application of modeling and simulation techniques to understand any real-world system.
Metadata
Item Type: | Proceedings Paper |
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Authors/Creators: |
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Copyright, Publisher and Additional Information: | This is an author produced version of a paper presented at ISCIIA 2018 and ITCA 2018. |
Keywords: | Modeling and Simulation, Modeling and Simulation Procedure, Model Verification and Validation, Agent-Based Simulation (ABS), Discrete-Event Simulation (DES) |
Dates: |
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Institution: | The University of Leeds |
Academic Units: | The University of Leeds > Faculty of Engineering & Physical Sciences (Leeds) > School of Mechanical Engineering (Leeds) > Institute of Engineering Systems and Design (iESD) (Leeds) |
Depositing User: | Symplectic Publications |
Date Deposited: | 18 Sep 2018 09:35 |
Last Modified: | 22 Feb 2019 12:46 |
Status: | Published |
Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:135646 |