Interfaces between SD and ABM modules in a hybrid model
Nguyen, Le Khanh Ngan and Howick, Susan and Megiddo, Itamar; Feng, B. and Pedrielli, G. and Peng, Y. and Shashaani, S. and Song, E. and Corlu, C.G. and Lee, L.H. and Chew, E.P. and Roeder, T. and Lendermann, P., eds. (2022) Interfaces between SD and ABM modules in a hybrid model. In: Proceedings of the 2022 Winter Simulation Conference. IEEE, SGP, pp. 1188-1198. ISBN 9781665433112
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Abstract
Modelers in various disciplines have applied system dynamics (SD) and agent-based models (ABM) to support decision-makers in managing complex adaptive systems. Combining these methods in a hybrid simulation offers an opportunity to overcome the challenges that modelers face using SD or ABM alone. It also provides a complementary view and rich insight into the problems that modelers investigate. Hence, this approach can offer solutions to a plethora of systems problems. One of the limitations of existing frameworks that guide the process of combining SD and ABM is the lack of detailed guidance describing how the two methods can interact and exchange information. This paper provides guidance for interfacing these simulation modeling methods in a hybrid simulation. In this guidance, we describe interface approaches to exchanging information for different types of information flow between SD and ABM.
ORCID iDs
Nguyen, Le Khanh Ngan ORCID: https://orcid.org/0000-0002-6742-6896, Howick, Susan ORCID: https://orcid.org/0000-0002-0796-7981 and Megiddo, Itamar ORCID: https://orcid.org/0000-0001-8391-6660; Feng, B., Pedrielli, G., Peng, Y., Shashaani, S., Song, E., Corlu, C.G., Lee, L.H., Chew, E.P., Roeder, T. and Lendermann, P.-
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Item type: Book Section ID code: 83561 Dates: DateEvent11 December 2022Published11 December 2022Published Online31 August 2022AcceptedNotes: © 2022 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting /republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. Subjects: Technology > Electrical engineering. Electronics Nuclear engineering > Electrical apparatus and materials > Electric networks Department: Strathclyde Business School > Management Science Depositing user: Pure Administrator Date deposited: 19 Dec 2022 16:54 Last modified: 28 Sep 2024 13:39 Related URLs: URI: https://strathprints.strath.ac.uk/id/eprint/83561