11th Annual International Conference on Industrial Engineering and Operations Management

A Genetic Algorithm Approach for Scheduling Jobs on Identical Parallel Machines

Pravin Tambe
Publisher: IEOM Society International
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Track: Industrial Management
Abstract

Scheduling is an essential function in production management. Scheduling determines what is going to be made, when, where and with what resources. Parallel machines scheduling problems have many industrial applications. This paper presents a hybrid approach using a genetic algorithm to investigate the identical parallel machine scheduling problem with an objective to minimize the tardiness penalty cost. A numerical example is presented to demonstrate the approach.

Published in: 11th Annual International Conference on Industrial Engineering and Operations Management, Singapore, Singapore

Publisher: IEOM Society International
Date of Conference: March 7-11, 2021

ISBN: 978-1-7923-6124-1
ISSN/E-ISSN: 2169-8767