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Explainable and Customizable Job Sequencing and Scheduling
- Advancing Production Control and Management with XAI
Engelsk
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Specifikationer
Sprog:
Engelsk
Sider:
126
ISBN-13:
9783031853739
Indbinding:
Paperback
Udgave:
ISBN-10:
3031853733
Udg. Dato:
10 apr 2025
Længde:
0mm
Bredde:
155mm
Højde:
235mm
Forlag:
Springer International Publishing AG
Serie:
SpringerBriefs in Applied Sciences and Technology
Oplagsdato:
10 apr 2025
Forfatter(e):

Explainable and Customizable Job Sequencing and Scheduling

- Advancing Production Control and Management with XAI
Engelsk
Paperback
Format:

Om denne bog

This book systematically reviews the progress in explainable AI (XAI) and introduces the methods, tools, and applications of XAI technologies in job sequencing and scheduling. Relevant references and real case studies are provided as supporting evidence.

To date, artificial intelligence (AI) technologies have been widely applied in job sequencing and scheduling. However, some advanced AI methods are not easy to understand or communicate, especially for factory workers with insufficient background knowledge of AI. This undoubtedly limits the practicability of these methods. To address this issue, explainable AI has been considered a viable strategy. XAI methods suitable for job sequencing and scheduling differ from those for other fields in manufacturing, such as pattern recognition, defect analysis, estimation, and prediction. This is the first book to systematically integrate current knowledge in XAI and demonstrate its application to manufacturing.


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Specifikationer
Sprog:
Engelsk
Sider:
126
ISBN-13:
9783031853739
Indbinding:
Paperback
Udgave:
ISBN-10:
3031853733
Udg. Dato:
10 apr 2025
Længde:
0mm
Bredde:
155mm
Højde:
235mm
Forlag:
Springer International Publishing AG
Serie:
SpringerBriefs in Applied Sciences and Technology
Oplagsdato:
10 apr 2025
Forfatter(e):
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