Evolutionary Algorithms In Auction Models Of Service Procurement

Lee, Chen Wei (2019) Evolutionary Algorithms In Auction Models Of Service Procurement. Masters thesis, Universiti Sains Malaysia.

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Abstract

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.

Item Type: Thesis (Masters)
Subjects: H Social Sciences > HD Industries. Land use. Labor > HD28-70 Management. Industrial Management
Divisions: Pusat Pengajian Pengurusan (School of Management) > Thesis
Depositing User: Mr Aizat Asmawi Abdul Rahim
Date Deposited: 25 Sep 2025 08:17
Last Modified: 25 Sep 2025 08:17
URI: http://eprints.usm.my/id/eprint/62872

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