Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Explainable and Customizable Job Sequencing and Scheduling: Advancing Production Control and Management with Xai

Explainable and Customizable Job Sequencing and Scheduling: Advancing Production Control and Management with Xai

Chen, Tin-Chih Toly

Paperback

Series: Springerbriefs in Applied Sciences and Technology

Technology & EngineeringDatabasesGeneral Computers

ISBN10: 3031853733
ISBN13: 9783031853739
Publisher: Springer
Published: Apr 10 2025
Pages: 126
Weight: 0.53
Height: 0.05 Width: 6.35 Depth: 9.20
Language: English

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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