A state of the art review of intelligent scheduling

MH Fazel Zarandi, AA Sadat Asl, S Sotudian… - Artificial Intelligence …, 2020 - Springer
Intelligent scheduling covers various tools and techniques for successfully and efficiently
solving the scheduling problems. In this paper, we provide a survey of intelligent scheduling …

Mixed-integer linear programming and constraint programming formulations for solving distributed flexible job shop scheduling problem

L Meng, C Zhang, Y Ren, B Zhang, C Lv - Computers & industrial …, 2020 - Elsevier
This paper intends to address the distributed flexible job shop scheduling problem (DFJSP)
with minimizing maximum completion time (makespan). In order to solve this problem, we …

Novel MILP and CP models for distributed hybrid flowshop scheduling problem with sequence-dependent setup times

L Meng, K Gao, Y Ren, B Zhang, H Sang… - Swarm and Evolutionary …, 2022 - Elsevier
As regards distributed hybrid flow shop scheduling with sequence-dependent setup times
(DHFSP-SDST), three novel mixed-integer linear programming (MILP) models and a …

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 …

Scheduling of multi-robot job shop systems in dynamic environments: mixed-integer linear programming and constraint programming approaches

S Fatemi-Anaraki, R Tavakkoli-Moghaddam… - Omega, 2023 - Elsevier
This paper investigates a dynamic scheduling problem within a job shop robotic cell,
wherein multiple robotic arms are responsible for material handling in a U-shaped …

Constraint programming approach for multi-resource-constrained unrelated parallel machine scheduling problem with sequence-dependent setup times

P Yunusoglu, S Topaloglu Yildiz - International Journal of …, 2022 - Taylor & Francis
This paper studies the multi-resource-constrained unrelated parallel machine scheduling
problem under various operational constraints with the objective of minimising maximum …

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 …

[HTML][HTML] Exact and metaheuristic approaches for unrelated parallel machine scheduling

M Moser, N Musliu, A Schaerf, F Winter - Journal of Scheduling, 2022 - Springer
In this paper, we study an important real-life scheduling problem that can be formulated as
an unrelated parallel machine scheduling problem with sequence-dependent setup times …

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 …

A combinatorial evolutionary algorithm for unrelated parallel machine scheduling problem with sequence and machine-dependent setup times, limited worker …

L Zhang, Q Deng, R Lin, G Gong, W Han - Expert Systems with Applications, 2021 - Elsevier
The existing papers on unrelated parallel machine scheduling problem with sequence and
machine-dependent setup times (UPMSP-SMDST) ignore the worker resources and …