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DEVELOPMENT OF A DISCRETE-EVENT, STOCHASTIC MULTI-OBJECTIVE METAHEURISTIC SIMULATION OPTIMISATION SUITE FOR A COMMERCIAL SOFTWARE PACKAGE.
- Source :
-
South African Journal of Industrial Engineering . Nov2018, Vol. 29 Issue 3, p12-25. 14p. - Publication Year :
- 2018
-
Abstract
- In this paper, the authors present the development of an optimisation suite and its implementation. This paper is part of an ongoing project that aims at developing a hybrid metaheuristic optimisation suite to solve multi-objective simulation optimisation problems. The suite is developed as a third-party library to solve discrete-event, stochastic simulation optimisation (SO) problems with multi-objectives, and is integrated with Tecnomatix Plant Simulation, a simulation software package developed by Siemens. Two real-life multi-objective SO problems are selected to test the suite's performance, and the test results are discussed. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 1012277X
- Volume :
- 29
- Issue :
- 3
- Database :
- Academic Search Index
- Journal :
- South African Journal of Industrial Engineering
- Publication Type :
- Academic Journal
- Accession number :
- 133081983
- Full Text :
- https://doi.org/10.7166/29-3-2045