Full Text Available
Note: Clicking the button above will open the full text document at the original institutional repository in a new window.
A multi-objective optimisation suite for Tecnomatix Plant Simulation
Thesis (MEng)--Stellenbosch University, 2018.
Saved in:
| Main Author: | |
|---|---|
| Other Authors: | |
| Format: | Thesis |
| Language: | en_ZA |
| Published: |
Stellenbosch : Stellenbosch University
2018
|
| Subjects: | |
| Tags: |
No Tags, Be the first to tag this record!
|
| _version_ | 1867614086136594432 |
|---|---|
| access_status_str | Open Access |
| author | Bamporiki, Toussaint |
| author2 | Bekker, James F. |
| author_browse | Bamporiki, Toussaint Bekker, James F. |
| author_facet | Bekker, James F. Bamporiki, Toussaint |
| author_sort | Bamporiki, Toussaint |
| collection | Thesis |
| dc_rights_str_mv | Stellenbosch University |
| description | Thesis (MEng)--Stellenbosch University, 2018. |
| format | Thesis |
| id | oai:scholar.sun.ac.za:10019.1/104967 |
| institution | Stellenbosch University (South Africa) |
| language | en_ZA |
| last_indexed | 2026-06-10T12:46:25.318Z |
| license_str | Other — see source repository |
| provenance_str_mv | Harvested via OAI-PMH from SUNScholar — Stellenbosch University Repository |
| publishDate | 2018 |
| publishDateRange | 2018 |
| publishDateSort | 2018 |
| publisher | Stellenbosch : Stellenbosch University |
| publisherStr | Stellenbosch : Stellenbosch University |
| record_format | dspace |
| source_str | SUNScholar — Stellenbosch University Repository |
| spelling | oai:scholar.sun.ac.za:10019.1/104967 A multi-objective optimisation suite for Tecnomatix Plant Simulation Bamporiki, Toussaint Bekker, James F. Stellenbosch University. Faculty of Engineering. Dept. of Industrial Engineering. Multiple criteria decision making UCTD Metaheuristics Optimization, Robust Thesis (MEng)--Stellenbosch University, 2018. ENGLISH ABSTRACT: This thesis presents the development of an optimisation suite for a commercial, discrete-event simulation software package. It is demonstrated in this work that the capabilities of the simulation software are limited in the context of stochastic multi-objective optimisation problems and can, thus, be improved using existing knowledge in the literature. The suite developed in this work utilises, therefore, modern and more effective techniques from the literature to tackle stochastic multi-objective optimisation problems. Its purpose is that of being a third-party multi-objective optimisation solver that can be integrated with the commercial discrete-event simulation software in order to assist it in its limitations. The suite is validated using well-known problems in the literature and the relevance of the solution approach proposed in this thesis is demonstrated. AFRIKAANSE OPSOMMING: Hierdie tesis handel oor die ontwikkeling van 'n optimeringsuite vir 'n kommersi ële sagtewarepakket wat diskrete gebeure simuleer (oftewel \DES"-sagteware). Die studie toon dat die funksies van die DES-sagteware beperk is in die konteks van stogastiese optimeringsprobleme met veelvuldige doelwitte, en dat dit met behulp van bestaande kennis in die literatuur verbeter kan word. Daarom gebruik die suite wat in die studie ontwikkel is moderne en doeltreffender tegnieke uit die literatuur om stogastiese optimeringsprobleme met veelvuldige doelwitte die hoof te bied. Die doel is dat die suite as 'n derdepartyoplosser van optimeringsprobleme met veelvuldige doelwitte moet dien wat by die kommersiële DES-sagteware geïntegreer kan word en sodoende die beperkinge daarvan te bowe kan kom. Die suite word met bekende probleme in die literatuur gestaaf en die relevansie van die voorgestelde oplossingsbenadering word aangetoon. 2018-11-26T11:22:22Z 2018-12-07T06:52:54Z 2018-11-26T11:22:22Z 2018-12-07T06:52:54Z 2018-12 Thesis http://hdl.handle.net/10019.1/104967 en_ZA Stellenbosch University 158 pages : illustrations application/pdf Stellenbosch : Stellenbosch University |
| spellingShingle | Multiple criteria decision making UCTD Metaheuristics Optimization, Robust Bamporiki, Toussaint A multi-objective optimisation suite for Tecnomatix Plant Simulation |
| title | A multi-objective optimisation suite for Tecnomatix Plant Simulation |
| title_full | A multi-objective optimisation suite for Tecnomatix Plant Simulation |
| title_fullStr | A multi-objective optimisation suite for Tecnomatix Plant Simulation |
| title_full_unstemmed | A multi-objective optimisation suite for Tecnomatix Plant Simulation |
| title_short | A multi-objective optimisation suite for Tecnomatix Plant Simulation |
| title_sort | multi objective optimisation suite for tecnomatix plant simulation |
| topic | Multiple criteria decision making UCTD Metaheuristics Optimization, Robust |
| url | http://hdl.handle.net/10019.1/104967 |
| work_keys_str_mv | AT bamporikitoussaint amultiobjectiveoptimisationsuitefortecnomatixplantsimulation AT bamporikitoussaint multiobjectiveoptimisationsuitefortecnomatixplantsimulation |