Hybridizing guided genetic algorithm and single-based metaheuristics to solve unrelated parallel machine scheduling problem with scarce resources

• Main Authors: Abed, Munther H., Mohd Nizam, Mohmad Kahar
• Format: Article
• Language: English
• Published: Institute of Advanced Engineering and Science (IAES) 2023
• Subjects: Q Science (General); QA75 Electronic computers. Computer science; QA76 Computer software
• Online Access: http://umpir.ump.edu.my/id/eprint/37282/1/Hybridizing%20guided%20genetic%20algorithm.pdf; http://umpir.ump.edu.my/id/eprint/37282/; http://doi.org/10.11591/ijai.v12.i1.pp315-327; http://doi.org/10.11591/ijai.v12.i1.pp315-327
• Institution: Universiti Malaysia Pahang

This paper focuses on solving unrelated parallel machine scheduling with resource constraints (UPMR). There are j jobs, and each job needs to be processed on one of the machines aim at minimizing the makespan. Besides the dependence of the machine, the processing time of any job depends on the usage...