DEVELOPMENT OF A DISCRETE-EVENT, STOCHASTIC MULTI-OBJECTIVE METAHEURISTIC SIMULATION OPTIMISATION SUITE FOR A COMMERCIAL SOFTWARE PACKAGE
DOI:
https://doi.org/10.7166/29-3-2045Abstract
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.
Downloads
Download data is not yet available.
Downloads
Published
2018-11-09
How to Cite
Bamporiki, T. V., & Bekker, J. (2018). DEVELOPMENT OF A DISCRETE-EVENT, STOCHASTIC MULTI-OBJECTIVE METAHEURISTIC SIMULATION OPTIMISATION SUITE FOR A COMMERCIAL SOFTWARE PACKAGE. The South African Journal of Industrial Engineering, 29(3), 12–25. https://doi.org/10.7166/29-3-2045
Issue
Section
Special Edition
License
Authors who publish in the Journal agree to the following terms:- Authors retain copyright and grant the Journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this Journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the Journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this Journal.
