Industry 4.0-Driven Development of Optimization Algorithms: A Systematic Overview
The Fourth Industrial Revolution means the digital transformation of production systems. Cyber-physical systems allow for the horizontal and vertical integration of these production systems as well as the exploitation of the benefits via optimization tools. This article reviews the impact of Industr...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2021-01-01
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| Series: | Complexity |
| Online Access: | http://dx.doi.org/10.1155/2021/6621235 |
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| _version_ | 1832566497067663360 |
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| author | Róbert Csalódi Zoltán Süle Szilárd Jaskó Tibor Holczinger János Abonyi |
| author_facet | Róbert Csalódi Zoltán Süle Szilárd Jaskó Tibor Holczinger János Abonyi |
| author_sort | Róbert Csalódi |
| collection | DOAJ |
| description | The Fourth Industrial Revolution means the digital transformation of production systems. Cyber-physical systems allow for the horizontal and vertical integration of these production systems as well as the exploitation of the benefits via optimization tools. This article reviews the impact of Industry 4.0 solutions concerning optimization tasks and optimization algorithms, in addition to the identification of the new R&D directions driven by new application options. The basic organizing principle of this overview of the literature is to explore the requirements of optimization tasks, which are needed to perform horizontal and vertical integration. This systematic review presents content from 900 articles on Industry 4.0 and optimization as well as 388 articles on Industry 4.0 and scheduling. It is our hope that this work can serve as a starting point for researchers and developers in the field. |
| format | Article |
| id | doaj-art-a227c16584ad4b8c914eaa94b0f44b85 |
| institution | Kabale University |
| issn | 1076-2787 1099-0526 |
| language | English |
| publishDate | 2021-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Complexity |
| spelling | doaj-art-a227c16584ad4b8c914eaa94b0f44b852025-02-03T01:04:05ZengWileyComplexity1076-27871099-05262021-01-01202110.1155/2021/66212356621235Industry 4.0-Driven Development of Optimization Algorithms: A Systematic OverviewRóbert Csalódi0Zoltán Süle1Szilárd Jaskó2Tibor Holczinger3János Abonyi4MTA-PE Lendület Complex Systems Monitoring Research Group, University of Pannonia, Veszprém H-8200, HungaryMTA-PE Lendület Complex Systems Monitoring Research Group, University of Pannonia, Veszprém H-8200, HungaryMTA-PE Lendület Complex Systems Monitoring Research Group, University of Pannonia, Veszprém H-8200, HungaryMTA-PE Lendület Complex Systems Monitoring Research Group, University of Pannonia, Veszprém H-8200, HungaryMTA-PE Lendület Complex Systems Monitoring Research Group, University of Pannonia, Veszprém H-8200, HungaryThe Fourth Industrial Revolution means the digital transformation of production systems. Cyber-physical systems allow for the horizontal and vertical integration of these production systems as well as the exploitation of the benefits via optimization tools. This article reviews the impact of Industry 4.0 solutions concerning optimization tasks and optimization algorithms, in addition to the identification of the new R&D directions driven by new application options. The basic organizing principle of this overview of the literature is to explore the requirements of optimization tasks, which are needed to perform horizontal and vertical integration. This systematic review presents content from 900 articles on Industry 4.0 and optimization as well as 388 articles on Industry 4.0 and scheduling. It is our hope that this work can serve as a starting point for researchers and developers in the field.http://dx.doi.org/10.1155/2021/6621235 |
| spellingShingle | Róbert Csalódi Zoltán Süle Szilárd Jaskó Tibor Holczinger János Abonyi Industry 4.0-Driven Development of Optimization Algorithms: A Systematic Overview Complexity |
| title | Industry 4.0-Driven Development of Optimization Algorithms: A Systematic Overview |
| title_full | Industry 4.0-Driven Development of Optimization Algorithms: A Systematic Overview |
| title_fullStr | Industry 4.0-Driven Development of Optimization Algorithms: A Systematic Overview |
| title_full_unstemmed | Industry 4.0-Driven Development of Optimization Algorithms: A Systematic Overview |
| title_short | Industry 4.0-Driven Development of Optimization Algorithms: A Systematic Overview |
| title_sort | industry 4 0 driven development of optimization algorithms a systematic overview |
| url | http://dx.doi.org/10.1155/2021/6621235 |
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