A math-heuristic approach for integrated resource scheduling in a maritime logistics facility

This paper addresses a real-world integrated logistics problem involving the servicing of vessels in a maritime logistics facility. It can be modeled as a job shop problem in which the operations of a job require not only a single machine, but also a set of equipment to be processed plus a large num...

Full description

Saved in:
Bibliographic Details
Main Authors: CHEN, Hua Xing, LAU, Hoong Chuin
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2011
Subjects:
Online Access:https://ink.library.smu.edu.sg/sis_research/3371
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Singapore Management University
Language: English
Description
Summary:This paper addresses a real-world integrated logistics problem involving the servicing of vessels in a maritime logistics facility. It can be modeled as a job shop problem in which the operations of a job require not only a single machine, but also a set of equipment to be processed plus a large number of side constraints. We decompose the problem into a machine scheduling problem and an equipment allocation problem. The former sub-problem is solved heuristically that prune the solution space for the latter equipment allocation problem, which is solved by an exact mathematical model. We run this math-heuristic approach on a set of real industrial test cases and benchmark the results against a conventional heuristic approach.