A research agenda for ai planning in the field of flexible production systems

A Köcher, R Heesch, N Widulle… - 2022 IEEE 5th …, 2022 - ieeexplore.ieee.org
Manufacturing companies face challenges when it comes to quickly adapting their
production control to fluctuating demands or changing requirements. Control approaches …

Scheduling a dual-resource flexible job shop with makespan and due date-related criteria

JL Andrade-Pineda, D Canca, PL Gonzalez-R… - Annals of operations …, 2020 - Springer
Current struggles for customer satisfaction in make-to-order companies focus on product
customization and on-time delivery. For better management of demand-mix variability …

Dynamic allocation of human resources: case study in the metal 4.0 manufacturing industry

M Beauchemin, MA Ménard, J Gaudreault… - … Journal of Production …, 2023 - Taylor & Francis
Industry 4.0 concepts make it possible to rethink human resources allocation, even for more
traditional environments like metal machining. While parts machining on Computer …

Memetic algorithms for the job shop scheduling problem with operators

R Mencia, MR Sierra, C Mencia, R Varela - Applied Soft Computing, 2015 - Elsevier
The job-shop scheduling problem with operators (JSO) is an extension of the classic job-
shop problem in which an operation must be assisted by one of a limited set of human …

NSGA families for solving a dual resource-constrained problem to optimize the total tardiness and labor productivity in the spirit of sustainability

M Akbar, T Irohara - Computers & Industrial Engineering, 2024 - Elsevier
This proposed study deals with a typical dual-objective multi-task simultaneous supervision
dual resource constrained (MTSSDRC) problem to optimize total tardiness and labor …

[PDF][PDF] 双资源约束的鲁棒Job Shop 调度问题研究

肖世昌, 吴自高, 孙树栋, 金梅 - 机械工程学报, 2021 - qikan.cmes.org
针对机器-工人双资源约束下加工时间具有随机性的Job shop 调度问题(Job shop scheduling
problems, JSSP), 考虑工人熟练程度差异和工人数量不足的约束, 采用鲁棒调度的方法建立机器 …

Flexible job shop scheduling with operators in aeronautical manufacturing: A case study

T Borreguero-Sanchidrián, R Pulido… - IEEE …, 2017 - ieeexplore.ieee.org
This paper analyzes a flexible job shop scheduling problem with operators and is motivated
by a real-life case study of the aeronautical industry, where each process can be performed …

NSGA-II variants for solving a social-conscious dual resource-constrained scheduling problem

M Akbar, T Irohara - Expert Systems with Applications, 2020 - Elsevier
This present study compares various non-dominated sorting genetic algorithm II (NSGA-II)
variants to deal with multi-task simultaneous supervision dual resource-constrained …

A two-stage local search heuristic for solving the steelmaking continuous casting scheduling problem with dual shared-resource and blocking constraints

P De Moerloose, B Maenhout - Operational Research, 2023 - Springer
The steelmaking continuous casting scheduling problem concerns the construction of
production schedules for steelmaking from the basic oxygen furnace to the continuous …

Metaheuristics for the multi-task simultaneous supervision dual resource-constrained scheduling problem

M Akbar, T Irohara - Engineering Applications of Artificial Intelligence, 2020 - Elsevier
This comprehensive study develops advantageous optimization methods to solve a nascent
problem, namely multi-task simultaneous supervision dual resource-constrained …