Article
Distributed constraint optimization for addressing vessel rotation planning problems
A distributedconstraintoptimizationproblem(DCOP)isadescriptionofconstraintoptimizationproblem where variablesandconstraintsaredistributedamongagroupofagents,andwhereeachagentcanonly interactwithagentsthatshareconstraints.EventhoughDCOPshavebeenstudiedsincethe1990s,there are onlyafewattemptstoaddressrealworldproblemsusingthisformalism,mainlybecauseofthe complexityofthesolutionalgorithms.Inthispaper,wecompare4state-of-the-artDCOPapproachesto solvethevesselrotationplanningproblem(VRPP),whichconcernsdecidingontheoptimalsequenceof vessel visitstodifferentterminalsinalargeseaport.Weherebyalsoconsidertwoagentstructures:a single layerandamulti-layerstructure.Foreachofthestructures,wecomparethefourdifferent algorithms forsolvingDCOPs,aimingatstudyinghowthealgorithmsperforminVRPPsofincreasing sizes. Weassessthemethodsbasedonthesizeandquantityofmessagesexchanged,computationtime, and qualityofsolutions.
Ketersediaan
Informasi Detail
- Judul Seri
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Engineering ApplicationsofArtificial Intelligence
- No. Panggil
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ATC PO ELI d
- Penerbit
- Netherlands : Elsevier., 2015
- Deskripsi Fisik
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14 p.
- Bahasa
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English
- ISBN/ISSN
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0952-1976
- Klasifikasi
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PO
- Tipe Isi
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-
- Tipe Media
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- Tipe Pembawa
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online resource
- Edisi
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-
- Subjek
- Info Detail Spesifik
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- Pernyataan Tanggungjawab
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Shijie Li
Versi lain/terkait
| Judul | Edisi | Bahasa |
|---|---|---|
| Planning vehicle transhipment in a seaport automobile terminal using a multi-agent system | volume 166 2005 726–740 | en |
| How to develop knowledge culture in organizations? A multiple case study of large distributed organizations | VOL. 10 NO. 4 2006, pp. 6-24 | id |
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