Modelling Reactive and Proactive Behaviour in Simulation

This research investigated the simulation model behaviour of a traditional and combined discrete event as well as agent based simulation models when modelling human reactive and proactive behaviour in human centric complex systems. A departmental store was chosen as human centric complex case study...

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Main Authors:	Mazlina, Abdul Majid, Siebers, Peer-Olaf, Aickelin, Uwe
Format:	Conference or Workshop Item
Language:	English
Published:	2010
Subjects:	T Technology (General) QA75 Electronic computers. Computer science
Online Access:	http://umpir.ump.edu.my/id/eprint/7358/ http://umpir.ump.edu.my/id/eprint/7358/1/OR_2010.pdf

id	ump-7358
recordtype	eprints
spelling	ump-73582018-04-12T03:51:58Z http://umpir.ump.edu.my/id/eprint/7358/ Modelling Reactive and Proactive Behaviour in Simulation Mazlina, Abdul Majid Siebers, Peer-Olaf Aickelin, Uwe T Technology (General) QA75 Electronic computers. Computer science This research investigated the simulation model behaviour of a traditional and combined discrete event as well as agent based simulation models when modelling human reactive and proactive behaviour in human centric complex systems. A departmental store was chosen as human centric complex case study where the operation system of a fitting room in WomensWear department was investigated. We have looked at ways to determine the efficiency of new management policies for the fitting room operation through simulating the reactive and proactive behavior of staff towards customers. Once development of the simulation models and their verification had been done, we carried out a validation experiment in the form of a sensitivity analysis. Subsequently, we executed a statistical analysis where the mixed reactive and proactive behaviour experimental results were compared with some reactive experimental results from previously published works. Generally, this case study discovered that simple proactive individual behaviour could be modelled in both simulation models. In addition, we found the traditional discrete event model performed similar in the simulation model output compared to the combined discrete event and agent based simulation when modelling similar human behaviour. 2010 Conference or Workshop Item NonPeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/7358/1/OR_2010.pdf Mazlina, Abdul Majid and Siebers, Peer-Olaf and Aickelin, Uwe (2010) Modelling Reactive and Proactive Behaviour in Simulation. In: Proceedings of the 2010 Operational Research Society Simulation Workshop (SW10), 23-24 March 2010 , Worcestershire, England. .
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	T Technology (General) QA75 Electronic computers. Computer science
spellingShingle	T Technology (General) QA75 Electronic computers. Computer science Mazlina, Abdul Majid Siebers, Peer-Olaf Aickelin, Uwe Modelling Reactive and Proactive Behaviour in Simulation
description	This research investigated the simulation model behaviour of a traditional and combined discrete event as well as agent based simulation models when modelling human reactive and proactive behaviour in human centric complex systems. A departmental store was chosen as human centric complex case study where the operation system of a fitting room in WomensWear department was investigated. We have looked at ways to determine the efficiency of new management policies for the fitting room operation through simulating the reactive and proactive behavior of staff towards customers. Once development of the simulation models and their verification had been done, we carried out a validation experiment in the form of a sensitivity analysis. Subsequently, we executed a statistical analysis where the mixed reactive and proactive behaviour experimental results were compared with some reactive experimental results from previously published works. Generally, this case study discovered that simple proactive individual behaviour could be modelled in both simulation models. In addition, we found the traditional discrete event model performed similar in the simulation model output compared to the combined discrete event and agent based simulation when modelling similar human behaviour.
format	Conference or Workshop Item
author	Mazlina, Abdul Majid Siebers, Peer-Olaf Aickelin, Uwe
author_facet	Mazlina, Abdul Majid Siebers, Peer-Olaf Aickelin, Uwe
author_sort	Mazlina, Abdul Majid
title	Modelling Reactive and Proactive Behaviour in Simulation
title_short	Modelling Reactive and Proactive Behaviour in Simulation
title_full	Modelling Reactive and Proactive Behaviour in Simulation
title_fullStr	Modelling Reactive and Proactive Behaviour in Simulation
title_full_unstemmed	Modelling Reactive and Proactive Behaviour in Simulation
title_sort	modelling reactive and proactive behaviour in simulation
publishDate	2010
url	http://umpir.ump.edu.my/id/eprint/7358/ http://umpir.ump.edu.my/id/eprint/7358/1/OR_2010.pdf
first_indexed	2023-09-18T22:03:59Z
last_indexed	2023-09-18T22:03:59Z
_version_	1777414584895799296

Modelling Reactive and Proactive Behaviour in Simulation

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