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Scheduling the Lot-Streaming Flowshop scheduling problem with setup time with the chaos-induced Enhanced Differential Evolution
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| Title: | Scheduling the Lot-Streaming Flowshop scheduling problem with setup time with the chaos-induced Enhanced Differential Evolution |
| Author: | Davendra, Donald David; Bialic-Davendra, Magdalena Lucyna; Šenkeřík, Roman |
| Document type: | Conference paper (English) |
| Source document: | Proceedings of the 2013 IEEE Symposium on Differential Evolution, SDE 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013. 2013, p. 119-126 |
| ISSN: | 2330-2372 (Sherpa/RoMEO, JCR) |
| ISBN: |
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| DOI: | https://doi.org/10.1109/SDE.2013.6601451 |
| Abstract: | The dissipative Lozi chaotic map is embedded in the Enhanced Differential Evolution (EDE) algorithm, as a pseudorandom generator. This novel chaotic based algorithm is applied to the constraint based Lot-Streaming Flowshop scheduling problem. Two new and unique data sets generated using the Lozi and Dissipative maps are used to compare the chaos embedded EDE (EDEC) and the generic EDE utilising the venerable Mersenne Twister. In total, 100 data sets were tested by the two algorithms, for the idling and the non-idling case, with the EDEC algorithm consistently outperforming the generic version. © 2013 IEEE. |
| Full text: | http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6601451 |
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Citace článku v konferenčním sborníku:
DAVENDRA, Donald David, Magdalena Lucyna BIALIC-DAVENDRA a Roman ŠENKEŘÍK. Scheduling the Lot-Streaming Flowshop scheduling problem with setup time with the chaos-induced Enhanced Differential Evolution. In: Proceedings of the 2013 IEEE Symposium on Differential Evolution, SDE 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013 [online]. Singapore: The Institute of Electrical and Electronics Engineers (IEEE), 2013, s. 119-126. [cit. 2024-10-13]. ISSN 2330-2372. Dostupné z: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6601451.
These citations are software generated and may contain errors. To verify accuracy, check the appropriate style guide.
DAVENDRA, Donald David, Magdalena Lucyna BIALIC-DAVENDRA a Roman ŠENKEŘÍK. Scheduling the Lot-Streaming Flowshop scheduling problem with setup time with the chaos-induced Enhanced Differential Evolution. In: Proceedings of the 2013 IEEE Symposium on Differential Evolution, SDE 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013 [online]. Singapore: The Institute of Electrical and Electronics Engineers (IEEE), 2013, s. 119-126. [cit. 2024-10-13]. ISSN 2330-2372. Dostupné z: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6601451.
These citations are software generated and may contain errors. To verify accuracy, check the appropriate style guide.
