Using constraint programming for split delivery scheduling in scarce resource environment
The research proposes a novel generic fleet scheduling for a split delivery with scarce resource problem. The research presents the problem in Constraint Satisfaction Problem (CSP) and further tackling it using Constraint Programming. The prototype system has been developed to evaluate the proposed...
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2014
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th-cmuir.6653943832-9652014-08-29T09:10:00Z Using constraint programming for split delivery scheduling in scarce resource environment Choosri N. Yu H. Atkins A.S. The research proposes a novel generic fleet scheduling for a split delivery with scarce resource problem. The research presents the problem in Constraint Satisfaction Problem (CSP) and further tackling it using Constraint Programming. The prototype system has been developed to evaluate the proposed method using problem statement case study from one of the large agricultural product supplier in the north of Thailand. The developed system deals with practical constraints including hard constraints e.g. vehicle capacity, time window, vehicle usage restriction and fleet constraints, and soft constraint which is a minimising of using subcontractor. The results showed a primary success of the proposed method in providing efficiency decision for agricultural transport planning. © 2011 IEEE. 2014-08-29T09:10:00Z 2014-08-29T09:10:00Z 2011 Conference Paper 9.78147E+12 10.1109/SKIMA.2011.6089984 87819 http://www.scopus.com/inward/record.url?eid=2-s2.0-84255198336&partnerID=40&md5=a362faa663e07c6a8e6e90c7d690de67 http://cmuir.cmu.ac.th/handle/6653943832/965 English |
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The research proposes a novel generic fleet scheduling for a split delivery with scarce resource problem. The research presents the problem in Constraint Satisfaction Problem (CSP) and further tackling it using Constraint Programming. The prototype system has been developed to evaluate the proposed method using problem statement case study from one of the large agricultural product supplier in the north of Thailand. The developed system deals with practical constraints including hard constraints e.g. vehicle capacity, time window, vehicle usage restriction and fleet constraints, and soft constraint which is a minimising of using subcontractor. The results showed a primary success of the proposed method in providing efficiency decision for agricultural transport planning. © 2011 IEEE. |
format |
Conference or Workshop Item |
author |
Choosri N. Yu H. Atkins A.S. |
spellingShingle |
Choosri N. Yu H. Atkins A.S. Using constraint programming for split delivery scheduling in scarce resource environment |
author_facet |
Choosri N. Yu H. Atkins A.S. |
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Choosri N. |
title |
Using constraint programming for split delivery scheduling in scarce resource environment |
title_short |
Using constraint programming for split delivery scheduling in scarce resource environment |
title_full |
Using constraint programming for split delivery scheduling in scarce resource environment |
title_fullStr |
Using constraint programming for split delivery scheduling in scarce resource environment |
title_full_unstemmed |
Using constraint programming for split delivery scheduling in scarce resource environment |
title_sort |
using constraint programming for split delivery scheduling in scarce resource environment |
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2014 |
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http://www.scopus.com/inward/record.url?eid=2-s2.0-84255198336&partnerID=40&md5=a362faa663e07c6a8e6e90c7d690de67 http://cmuir.cmu.ac.th/handle/6653943832/965 |
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1681419605404286976 |