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Business process modelling using model checking and the theory of constraints

Thesis (MScEng (Industrial Engineering))--University of Stellenbosch, 2010.

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Bibliographic Details
Main Author: Odendaal, Maghiel Jock
Other Authors: Schutte, C. S. L.
Format: Thesis
Language:English
Published: Stellenbosch : University of Stellenbosch 2010
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access_status_str Open Access
author Odendaal, Maghiel Jock
author2 Schutte, C. S. L.
author_browse Odendaal, Maghiel Jock
Schutte, C. S. L.
author_facet Schutte, C. S. L.
Odendaal, Maghiel Jock
author_sort Odendaal, Maghiel Jock
collection Thesis
dc_rights_str_mv University of Stellenbosch
description Thesis (MScEng (Industrial Engineering))--University of Stellenbosch, 2010.
format Thesis
id oai:scholar.sun.ac.za:10019.1/4269
institution Stellenbosch University (South Africa)
language English
last_indexed 2026-06-10T12:46:30.498Z
license_str Other — see source repository
provenance_str_mv Harvested via OAI-PMH from SUNScholar — Stellenbosch University Repository
publishDate 2010
publishDateRange 2010
publishDateSort 2010
publisher Stellenbosch : University of Stellenbosch
publisherStr Stellenbosch : University of Stellenbosch
record_format dspace
source_str SUNScholar — Stellenbosch University Repository
spelling oai:scholar.sun.ac.za:10019.1/4269 Business process modelling using model checking and the theory of constraints Odendaal, Maghiel Jock Schutte, C. S. L. Geldenhuys, J. University of Stellenbosch. Faculty of Engineering. Dept. of Industrial Engineering. Model checking Business process modelling SPIN TOC Theory of constraints Concurrent business process modelling Dissertations -- Industrial engineering Theses -- Industrial engineering Thesis (MScEng (Industrial Engineering))--University of Stellenbosch, 2010. ENGLISH ABSTRACT: Concurrent and distributed business processes are becoming the norm in many organisations. Current modelling techniques do not address the problems faced by concurrent business processes sufficiently. We showhowmodel checking is applied to business processes to prove behavioural properties to address the aforementioned shortcomings. A method of abstraction is required to construct business process models that can be model checked. In this thesis we show the suitability of the Logical Thinking Process as an abstraction tool. We call the combination of the Logical Thinking Process and model checking the Complexity Alleviation Method (CAM). We apply CAM to two well-known supply chain and manufacturing problems, and insightful results are obtained. This leads us to the conclusion that CAM allows for the quicker modelling of business processes, as well as providing problem-specific and proven solutions in amanner not possible with simulation or other techniques. AFRIKAANSE OPSOMMING: Gelyklopende en verspreide besigheidsprosesse word ’n alledaagse verskynsel in menigte instansies. Huidige modelleringstegnieke is nie in staat om die probleme geassosieer met gelyklopende besigheidsprosesse aan te spreek nie. Ons wys hoe model model verifikasie (“model checking”) toegepas word op besigheidsprosesse om gedragseienskappe te bewys en sodoende die voorgenoemde tekortkominge aan te spreek. ’nMetode van abstraksie word benodig ombesigheidsprosesmodelle, wat verifieerbaar is, te konstrueer. In hierdie verhandeling word die geskiktheid van die Logiese Denkproses (“the Logical Thinking Process”) as abstraksie gereedskap aangetoon. Ons noem die kombinasie van die Logiese Denkproses en model verifikasie Kompleksiteitsverligtingsmetodologie (CAM). Ons pas CAM op twee welbekende aanbodketting- en vervaardigingsprobleme toe en insiggewende resultate is verkry. Dit lei ons tot die gevolgtrekking dat CAM vinniger konstruering van modelle te weeg bring, sowel as probleem spesifieke en bewysbare oplossings verskaf wat nie moontlik ismet simulasie of ander tegnieke nie. 2010-02-23T14:51:28Z 2010-08-13T15:00:52Z 2010-02-23T14:51:28Z 2010-08-13T15:00:52Z 2010-03 Thesis http://hdl.handle.net/10019.1/4269 en University of Stellenbosch 94 p. : ill. application/pdf Stellenbosch : University of Stellenbosch
spellingShingle Model checking
Business process modelling
SPIN
TOC
Theory of constraints
Concurrent business process modelling
Dissertations -- Industrial engineering
Theses -- Industrial engineering
Odendaal, Maghiel Jock
Business process modelling using model checking and the theory of constraints
title Business process modelling using model checking and the theory of constraints
title_full Business process modelling using model checking and the theory of constraints
title_fullStr Business process modelling using model checking and the theory of constraints
title_full_unstemmed Business process modelling using model checking and the theory of constraints
title_short Business process modelling using model checking and the theory of constraints
title_sort business process modelling using model checking and the theory of constraints
topic Model checking
Business process modelling
SPIN
TOC
Theory of constraints
Concurrent business process modelling
Dissertations -- Industrial engineering
Theses -- Industrial engineering
url http://hdl.handle.net/10019.1/4269
work_keys_str_mv AT odendaalmaghieljock businessprocessmodellingusingmodelcheckingandthetheoryofconstraints