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Digital Library of the
European Council for Modelling and Simulation |
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Title: |
Ensemble Population Based Discrete Harmony Search Algorithm For The
Job Shop Scheduling Problem |
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Authors: |
Lubos Matejcik, Donald Davendra |
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Published in:
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(2015).ECMS 2015 Proceedings edited
by: Valeri M. Mladenov, Grisha Spasov, Petia Georgieva, Galidiya Petrova, European
Council for Modeling and Simulation. doi:10.7148/2015 ISBN:
978-0-9932440-0-1 29th
European Conference on Modelling and Simulation, Albena (Varna), Bulgaria,
May 26th – 29th,
2015 |
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Citation
format: |
Lubos Matejcik, Donald Davendra (2015). Ensemble Population Based Discrete Harmony
Search Algorithm For The Job Shop Scheduling Problem, ECMS 2015 Proceedings
edited by: Valeri M. Mladenov,
Petia Georgieva, Grisha Spasov, Galidiya Petrova European Council for Modeling and Simulation. doi:10.7148/2015-0412 |
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DOI: |
http://dx.doi.org/10.7148/2015-0412 |
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Abstract: |
A novel ensemble population based
Harmony Search (HS) algorithm based on different operating parameters is
proposed in this paper. A sub-population based HS based on differing scaled
pitch adjusting rate and bandwidth is devised, with the objective of
searching different search space in the fitness landscape. The algorithm is tested
on the job shop scheduling problem and favourably compared with the reported optimal values in
literature. |
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