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Applying Anticipatory Computing in System Dynamics
Mid Sweden University, Faculty of Science, Technology and Media, Department of Information Technology and Media.
Mid Sweden University, Faculty of Science, Technology and Media, Department of Information Technology and Media.
Mid Sweden University, Faculty of Science, Technology and Media, Department of Information Technology and Media.
Responsible organisation
2001 (English)In: Computing anticipatory systems: CASYS 2000, fourth international conference, Liège, Belgium, 7-12 August 2000, Melville, N.Y: American Institute of Physics , 2001, 578-589 p.Conference paper, Published paper (Refereed)
Abstract [en]

A traditional System Dynamics Model is compared with an Anticipatory Soft Computing Approach. A system for control and management of water resources and hydro electrical power stations is used as a real world test case. The System Dynamics Model is easily developed and run with help of commercial, special purpose modelling and simulation software. The resulting model increases understanding and generates new insights. Its lack of anticipatory power, however, makes the control task difficult. With the anticipatory approach, on the other hand, the control becomes more effective even if the modelling and model complexity increases rapidly than applied on a reasonable big and realistic real world case. Strong Anticipation, as compared to the more traditional Weak Anticipation, has proved itself to have many interesting and powerful properties.

Place, publisher, year, edition, pages
Melville, N.Y: American Institute of Physics , 2001. 578-589 p.
Series
AIP conference proceedings, ISSN 0094-243X ; 573
Keyword [en]
System Dynamics, Soft Computing, Weak and Strong Anticipation
National Category
Computer and Information Science
Identifiers
URN: urn:nbn:se:miun:diva-5564DOI: 10.1063/1.1388723Local ID: 895ISBN: 0-7354-0012-1 (print)OAI: oai:DiVA.org:miun-5564DiVA: diva2:30597
Available from: 2008-09-30 Created: 2008-09-30 Last updated: 2011-04-06Bibliographically approved

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Asproth, VivecaHolmberg, Stig C.Håkansson, Anita
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CiteExportLink to record
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Cite
Citation style
  • apa
  • ieee
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  • vancouver
  • Other style
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Language
  • de-DE
  • en-GB
  • en-US
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  • nn-NO
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