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 logoORCID: https://orcid.org/0000-0002-6742-6896, Howick, Susan ORCID logoORCID: https://orcid.org/0000-0002-0796-7981 and Megiddo, Itamar ORCID logoORCID: 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.
  • Item type:Book Section
    ID code:83561
    Dates:
    Date
    Event
    11 December 2022
    Published
    11 December 2022
    Published Online
    31 August 2022
    Accepted
    Notes:© 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:20 Nov 2024 01:34
    Related URLs:
    URI:https://strathprints.strath.ac.uk/id/eprint/83561
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