Using simulation to address intrinsic complexity in multi-modelling of enterprises for decision making
Conference paper
Kulkarni, V., Barat, S., Clark, T. and Barn, B. 2015. Using simulation to address intrinsic complexity in multi-modelling of enterprises for decision making. Mittal, S., Moon, I. and Syriani, E. (ed.) SummerSim '15: 2015 Summer Simulation Multiconference. Chicago, Illinois, USA 26 - 29 Jul 2015 Society for Modeling and Simulation International. https://doi.org/10.5555/2874916.2874925
Type | Conference paper |
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Title | Using simulation to address intrinsic complexity in multi-modelling of enterprises for decision making |
Authors | Kulkarni, V., Barat, S., Clark, T. and Barn, B. |
Abstract | Modern enterprises are complex systems operating in increasingly dynamic environment and are thus subject to multiple inter-dependent change drivers. The size and complexity of modern enterprises ensures that the understanding of all aspects: why, what and how, is available only for highly localized parts distributed amongst multiple stakeholders. Existing enterprise modelling tools cater principally to only one of the three aspects. Consequently, the problems under consideration need to be decomposed into aspect-specific sub-problems, to be solved independently, and part-solutions integrated into a consistent whole: the intrinsic complexity in multi-modelling for decision making. Current practice relies extensively on human expertise to overcome the intrinsic complexity – a time-, cost- and effort-intensive endeavour. This paper proposes an approach supported by a language that enables specification of the why, what and how aspects in a localised integrated manner for each stakeholder of interest. The simulation-capable nature of the language leads to informed data-driven decision-making thus significantly reducing dependence on human expertise. Moreover, the approach enables less experienced users to function at the level of experts. A real-life case study illustrating the proposed approach is presented. |
Conference | SummerSim '15: 2015 Summer Simulation Multiconference |
Proceedings Title | SummerSim '15: Proceedings of the Conference on Summer Computer Simulation |
Series | Simulation Series |
Editors | Mittal, S., Moon, I. and Syriani, E. |
ISBN | 9781510810594 |
Publisher | Society for Modeling and Simulation International |
Publication dates | |
26 Jul 2015 | |
Publication process dates | |
Deposited | 01 Jun 2015 |
Submitted | Apr 2015 |
Output status | Published |
Accepted author manuscript | File Access Level Restricted |
Copyright Statement | Access to full text restricted pending copyright check. |
Web address (URL) | https://dl.acm.org/doi/abs/10.5555/2874916.2874925 |
Digital Object Identifier (DOI) | https://doi.org/10.5555/2874916.2874925 |
Scopus EID | 2-s2.0-84954131712 |
Web address (URL) of conference proceedings | https://dl.acm.org/doi/proceedings/10.5555/2874916 |
Language | English |
https://repository.mdx.ac.uk/item/85838
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