Heuristic and metaheuristic methods for the parallel unrelated machines scheduling problem: a survey

M Ɖurasević, D Jakobović - Artificial Intelligence Review, 2023 - Springer
Scheduling has an immense effect on various areas of human lives, be it though its
application in manufacturing and production industry, transportation, workforce allocation, or …

Enhanced salp swarm algorithm based on firefly algorithm for unrelated parallel machine scheduling with setup times

AA Ewees, MAA Al-qaness, M Abd Elaziz - Applied Mathematical Modelling, 2021 - Elsevier
Unrelated parallel machine scheduling problem (UPMSP) with sequence-dependent setup
times has received more attention due to its various industrial and scheduling applications …

Unrelated parallel machines scheduling with dependent setup times in textile industry

A Berthier, A Yalaoui, H Chehade, F Yalaoui… - Computers & Industrial …, 2022 - Elsevier
The problem tackled in this paper is an unrelated parallel machines scheduling problem
with machine and sequence dependent setup times, machine eligibility and different …

Enhanced symbiotic organisms search algorithm for unrelated parallel machines manufacturing scheduling with setup times

AE Ezugwu - Knowledge-Based Systems, 2019 - Elsevier
This paper deliberates on the non-pre-emptive unrelated parallel machine scheduling
problem with the objective of minimizing makespan. Machine and job sequence dependent …

Collaboration methods for ensembles of dispatching rules for the dynamic unrelated machines environment

M Đurasević, FJ Gil-Gala, L Planinić… - … applications of artificial …, 2023 - Elsevier
Dynamic scheduling represents an important combinatorial optimisation problem that often
appears in the real world. The difficulty in solving these problems arises from their dynamic …

Scheduling of unrelated parallel machines considering sequence-related setup time, start time-dependent deterioration, position-dependent learning and power …

H Soleimani, H Ghaderi, PW Tsai… - Journal of Cleaner …, 2020 - Elsevier
This research presents an optimization problem associated with scheduling of unrelated
parallel machines considering the simultaneous effects of start-time-related deterioration …

A machine-learning-assisted simulation approach for incorporating predictive maintenance in dynamic flow-shop scheduling

E Azab, M Nafea, LA Shihata, M Mashaly - Applied Sciences, 2021 - mdpi.com
In this paper, a machine-learning-assisted simulation approach for dynamic flow-shop
production scheduling is proposed. This is achieved by introducing a novel framework to …

Combining single objective dispatching rules into multi-objective ensembles for the dynamic unrelated machines environment

M Đurasević, FJ Gil-Gala, D Jakobović… - Swarm and evolutionary …, 2023 - Elsevier
Dispatching rules (DRs), which are simple constructive methods that incrementally build the
schedule, represent the most popular method for solving dynamic scheduling problems …

Two-stage hybrid planning method for multi-satellite joint observation planning problem considering task splitting

Y Song, L Xing, Y Chen - Computers & Industrial Engineering, 2022 - Elsevier
In recent years, the number of satellites in orbit has increased rapidly, which provides an
effective guarantee for multiple satellites to complete earth observation missions jointly. In …

Bi-objective optimization of identical parallel machine scheduling with flexible maintenance and job release times

Y Chen, Z Guan, C Wang, F Chou… - International Journal of …, 2022 - m.growingscience.com
This paper investigates an identical parallel machine scheduling problem with flexible
maintenance and job release times and attempts to optimize two objectives: the …