Modelling A Complex Human Centre Queuing System for Enhancing The Capability of Agent Based Simulation

Agent Based Simulation (ABS) is a simulation technique that emerged after Discrete Event Simulation (DES). The design of ABS is based on artificial intelligence using the concept of robotics and multi-agent systems (MAS). The agent based model consists of a set of interacting active objects that ref...

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Main Authors:	Mazlina, Abdul Majid, Kamal Z., Zamli, Fakhreldin, Mohammed Adam Ibrahim
Format:	Conference or Workshop Item
Language:	English
Published:	2015
Subjects:	QA76 Computer software
Online Access:	http://umpir.ump.edu.my/id/eprint/10706/ http://umpir.ump.edu.my/id/eprint/10706/1/Modelling%20A%20Complex%20Human%20Centre%20Queuing%20System%20For%20Enhancing%20The%20Capability%20Of%20Agent%20Based%20Simulation.pdf

id	ump-10706
recordtype	eprints
spelling	ump-107062018-01-16T01:25:24Z http://umpir.ump.edu.my/id/eprint/10706/ Modelling A Complex Human Centre Queuing System for Enhancing The Capability of Agent Based Simulation Mazlina, Abdul Majid Kamal Z., Zamli Fakhreldin, Mohammed Adam Ibrahim QA76 Computer software Agent Based Simulation (ABS) is a simulation technique that emerged after Discrete Event Simulation (DES). The design of ABS is based on artificial intelligence using the concept of robotics and multi-agent systems (MAS). The agent based model consists of a set of interacting active objects that reflect objects and relationships in the real world. Technically, every agent has its own thread of execution to represent its own histories, intentions, desires, individual properties, and complex relationships. ABS is found suitable to model people centric systems as compared to traditional DES. People centric systems are systems that involve with many human interactions and where the actors work with some degree of autonomy. However due to the MAS structure, agents in ABS are decentralized. As such, modeling people centric system’s features such as people queuing in ABS is found difficult. Addressing the aforementioned issue, we propose to enhance the capability of ABS for modelling human centric queuing system by combining DES approach in ABS model called hybrid ABS/DES model. 2015 Conference or Workshop Item PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/10706/1/Modelling%20A%20Complex%20Human%20Centre%20Queuing%20System%20For%20Enhancing%20The%20Capability%20Of%20Agent%20Based%20Simulation.pdf Mazlina, Abdul Majid and Kamal Z., Zamli and Fakhreldin, Mohammed Adam Ibrahim (2015) Modelling A Complex Human Centre Queuing System for Enhancing The Capability of Agent Based Simulation. In: International Conference on Data Engineering (DAENG2015), 25-26 April 2015 , Bali, Indonesia. .
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	QA76 Computer software
spellingShingle	QA76 Computer software Mazlina, Abdul Majid Kamal Z., Zamli Fakhreldin, Mohammed Adam Ibrahim Modelling A Complex Human Centre Queuing System for Enhancing The Capability of Agent Based Simulation
description	Agent Based Simulation (ABS) is a simulation technique that emerged after Discrete Event Simulation (DES). The design of ABS is based on artificial intelligence using the concept of robotics and multi-agent systems (MAS). The agent based model consists of a set of interacting active objects that reflect objects and relationships in the real world. Technically, every agent has its own thread of execution to represent its own histories, intentions, desires, individual properties, and complex relationships. ABS is found suitable to model people centric systems as compared to traditional DES. People centric systems are systems that involve with many human interactions and where the actors work with some degree of autonomy. However due to the MAS structure, agents in ABS are decentralized. As such, modeling people centric system’s features such as people queuing in ABS is found difficult. Addressing the aforementioned issue, we propose to enhance the capability of ABS for modelling human centric queuing system by combining DES approach in ABS model called hybrid ABS/DES model.
format	Conference or Workshop Item
author	Mazlina, Abdul Majid Kamal Z., Zamli Fakhreldin, Mohammed Adam Ibrahim
author_facet	Mazlina, Abdul Majid Kamal Z., Zamli Fakhreldin, Mohammed Adam Ibrahim
author_sort	Mazlina, Abdul Majid
title	Modelling A Complex Human Centre Queuing System for Enhancing The Capability of Agent Based Simulation
title_short	Modelling A Complex Human Centre Queuing System for Enhancing The Capability of Agent Based Simulation
title_full	Modelling A Complex Human Centre Queuing System for Enhancing The Capability of Agent Based Simulation
title_fullStr	Modelling A Complex Human Centre Queuing System for Enhancing The Capability of Agent Based Simulation
title_full_unstemmed	Modelling A Complex Human Centre Queuing System for Enhancing The Capability of Agent Based Simulation
title_sort	modelling a complex human centre queuing system for enhancing the capability of agent based simulation
publishDate	2015
url	http://umpir.ump.edu.my/id/eprint/10706/ http://umpir.ump.edu.my/id/eprint/10706/1/Modelling%20A%20Complex%20Human%20Centre%20Queuing%20System%20For%20Enhancing%20The%20Capability%20Of%20Agent%20Based%20Simulation.pdf
first_indexed	2023-09-18T22:10:37Z
last_indexed	2023-09-18T22:10:37Z
_version_	1777415002167181312

Modelling A Complex Human Centre Queuing System for Enhancing The Capability of Agent Based Simulation

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