Zobrazeno 1 - 6
of 6
pro vyhledávání: '"Panagiotis D. Paraschos"'
Publikováno v:
Algorithms, Vol 17, Iss 3, p 98 (2024)
The manufacturing industry often faces challenges related to customer satisfaction, system degradation, product sustainability, inventory, and operation management. If not addressed, these challenges can be substantially harmful and costly for the su
Externí odkaz:
https://doaj.org/article/dc2b42b60ccc439f99a9eefff85b509a
Publikováno v:
Flexible Services and Manufacturing Journal.
The process scheduling is still considered a crucial subject for manufacturing industry, due to the ever-changing circumstances dictated by the nowadays product demand and customer trends. These conditions are often associated with increasing costs a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::209d62ae0c01f0214e0878296711597b
https://doi.org/10.1007/s10696-023-09496-9
https://doi.org/10.1007/s10696-023-09496-9
Publikováno v:
Procedia Manufacturing. 55:401-408
This paper addresses the joint control problem in the context of a two-stage stochastic manufacturing/remanufacturing system, which involve both manufacturing and remanufacturing processes. Its operability is affected by frequent deterioration failur
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::dc77de02394fa796eea8f728ef6a1d76
https://doi.org/10.1016/j.promfg.2021.10.055
https://doi.org/10.1016/j.promfg.2021.10.055
Publikováno v:
Procedia Manufacturing. 55:431-438
In the present paper, we performed several decision tree algorithms to classify instances and represent the most efficient policies depicted by a hybrid reinforcement learning algorithm and treat a complex production, maintenance and quality control
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::55286df0ab41ae5cdfb263792203709e
https://doi.org/10.1016/j.promfg.2021.10.059
https://doi.org/10.1016/j.promfg.2021.10.059
Publikováno v:
Procedia Manufacturing. 51:1439-1445
In this study, we use decision trees constructed by learning-with-supervision techniques for representing the best policies found by a Reinforcement Learning algorithm applied to an optimization problem of a complex production system. Until now, the
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f94e9aa6df7553ee3d6ce06694ebb4fa
https://doi.org/10.1016/j.promfg.2020.10.200
https://doi.org/10.1016/j.promfg.2020.10.200
Autor:
Panagiotis D. Paraschos, Alexandros S. Xanthopoulos, Georgios K. Koulinas, Dimitrios E. Koulouriotis
Publikováno v:
Computers & Industrial Engineering. 167:107971
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::7a3fb512cfff16d2bacdfb0140518bc0
https://doi.org/10.1016/j.cie.2022.107971
https://doi.org/10.1016/j.cie.2022.107971