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...

全面介紹

書目詳細資料
主要作者: Lee, Chen Wei
格式: Thesis
語言:英语
出版: 2019
主題:
在線閱讀:http://eprints.usm.my/62872/
實物特徵
總結: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.