The development of an agent-based model to investigate possible power law relationships in peacekeeping operations

Modelling peace support operations is a growing area of research in the defence sector. Extensive development has been done in the area of combat models but they are not always sufficient when modelling operations other than war. The DIAMOND model is a large scale peace support model capable of mod-...

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Bibliographic Details
Main Author: Frewer, Lorna
Other Authors: Bathe, M. R.
Language:en
Published: Engineering Systems Department 2010
Online Access:http://dspace.lib.cranfield.ac.uk/handle/1826/4656
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spelling ndltd-CRANFIELD1-oai-dspace.lib.cranfield.ac.uk-1826-46562013-04-19T15:24:52ZThe development of an agent-based model to investigate possible power law relationships in peacekeeping operationsFrewer, LornaModelling peace support operations is a growing area of research in the defence sector. Extensive development has been done in the area of combat models but they are not always sufficient when modelling operations other than war. The DIAMOND model is a large scale peace support model capable of mod- elling entire countries. Taking an agent-based approach, we have created a model that has the potential to be used in conjunction with DIAMOND, providing the detail the larger model lacks. Improvements need to be made before this is pos- sible but our model provides a strong starting point. Self-organised criticality is an area of complexity theory that is, in part, iden- tified by a fractal frequency-size ‘avalanche’ distributions. Previous research has shown a link between self-organised criticality and combat modelling. We looked for power-law behaviour in a variety of peacekeeping scenarios. Using our agent-based model we devised a set of scenarios, each one more complex than the previous one. Taking the conflict between the peacekeepers and local insurgents, we used two different measures of such to represent the ‘avalanches’. The results showed no real evidence of power law relationships but more experimentation and analysis is needed.Engineering Systems DepartmentBathe, M. R.2010-11-08T12:13:43Z2010-11-08T12:13:43Z2010-11-08Thesis or dissertationDoctoralPhDhttp://dspace.lib.cranfield.ac.uk/handle/1826/4656en© Cranfield University 2007. All rights reserved. No part of this publication may be reproduced without the written permission of the copyright owner.
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language en
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description Modelling peace support operations is a growing area of research in the defence sector. Extensive development has been done in the area of combat models but they are not always sufficient when modelling operations other than war. The DIAMOND model is a large scale peace support model capable of mod- elling entire countries. Taking an agent-based approach, we have created a model that has the potential to be used in conjunction with DIAMOND, providing the detail the larger model lacks. Improvements need to be made before this is pos- sible but our model provides a strong starting point. Self-organised criticality is an area of complexity theory that is, in part, iden- tified by a fractal frequency-size ‘avalanche’ distributions. Previous research has shown a link between self-organised criticality and combat modelling. We looked for power-law behaviour in a variety of peacekeeping scenarios. Using our agent-based model we devised a set of scenarios, each one more complex than the previous one. Taking the conflict between the peacekeepers and local insurgents, we used two different measures of such to represent the ‘avalanches’. The results showed no real evidence of power law relationships but more experimentation and analysis is needed.
author2 Bathe, M. R.
author_facet Bathe, M. R.
Frewer, Lorna
author Frewer, Lorna
spellingShingle Frewer, Lorna
The development of an agent-based model to investigate possible power law relationships in peacekeeping operations
author_sort Frewer, Lorna
title The development of an agent-based model to investigate possible power law relationships in peacekeeping operations
title_short The development of an agent-based model to investigate possible power law relationships in peacekeeping operations
title_full The development of an agent-based model to investigate possible power law relationships in peacekeeping operations
title_fullStr The development of an agent-based model to investigate possible power law relationships in peacekeeping operations
title_full_unstemmed The development of an agent-based model to investigate possible power law relationships in peacekeeping operations
title_sort development of an agent-based model to investigate possible power law relationships in peacekeeping operations
publisher Engineering Systems Department
publishDate 2010
url http://dspace.lib.cranfield.ac.uk/handle/1826/4656
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