Evolutionary Algorithms In Auction Models Of Service Procurement

In combinatorial auction (CA) based winner determination problem (WDP) for transportation service procurement, carriers bid in packages according to lanes advertised by shipper. Along development of technologies and internet, last mile delivery, a service that needs fast decision is getting attenti...

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Main Author: Lee, Chen Wei
Format: Thesis
Language:en
Published: 2019
Subjects:
Online Access:http://eprints.usm.my/62872/1/Pages%20from%20Lee%20Chen%20Wei.pdf
http://eprints.usm.my/62872/
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author Lee, Chen Wei
author_facet Lee, Chen Wei
author_sort Lee, Chen Wei
building Hamzah Sendut Library
collection Institutional Repository
content_provider Universiti Sains Malaysia
content_source USM Institutional Repository
continent Asia
country Malaysia
description In combinatorial auction (CA) based winner determination problem (WDP) for transportation service procurement, carriers bid in packages according to lanes advertised by shipper. Along development of technologies and internet, last mile delivery, a service that needs fast decision is getting attention. However, previous researchers focused on solving mixed integer model for the CA based WDP, which is not efficient for large scale instance. Therefore, this research proposed an implementation of genetic algorithm (GA) with knowledge based operators as an alternative to approximate the solution.
format Thesis
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institution Universiti Sains Malaysia
language en
publishDate 2019
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spelling my.usm.eprints.62872 http://eprints.usm.my/62872/ Evolutionary Algorithms In Auction Models Of Service Procurement Lee, Chen Wei HD28-70 Management. Industrial Management In combinatorial auction (CA) based winner determination problem (WDP) for transportation service procurement, carriers bid in packages according to lanes advertised by shipper. Along development of technologies and internet, last mile delivery, a service that needs fast decision is getting attention. However, previous researchers focused on solving mixed integer model for the CA based WDP, which is not efficient for large scale instance. Therefore, this research proposed an implementation of genetic algorithm (GA) with knowledge based operators as an alternative to approximate the solution. 2019-04 Thesis NonPeerReviewed application/pdf en http://eprints.usm.my/62872/1/Pages%20from%20Lee%20Chen%20Wei.pdf Lee, Chen Wei (2019) Evolutionary Algorithms In Auction Models Of Service Procurement. Masters thesis, Universiti Sains Malaysia.
spellingShingle HD28-70 Management. Industrial Management
Lee, Chen Wei
Evolutionary Algorithms In Auction Models Of Service Procurement
title Evolutionary Algorithms In Auction Models Of Service Procurement
title_full Evolutionary Algorithms In Auction Models Of Service Procurement
title_fullStr Evolutionary Algorithms In Auction Models Of Service Procurement
title_full_unstemmed Evolutionary Algorithms In Auction Models Of Service Procurement
title_short Evolutionary Algorithms In Auction Models Of Service Procurement
title_sort evolutionary algorithms in auction models of service procurement
topic HD28-70 Management. Industrial Management
url http://eprints.usm.my/62872/1/Pages%20from%20Lee%20Chen%20Wei.pdf
http://eprints.usm.my/62872/
url_provider http://eprints.usm.my/