Production scheduling heuristic for mass customization with partial rescheduling

This research responds to the complex challenges of mass customization and multi-objective parameter optimization. Leveraging the Call-Auction Matching proposed by Cadmus Yuan, Zhe-Luen Tsui, and YwhLeh Chou[1], we improved a Production Date Prediction Call-Auction Matching (PDP-CAM) scheduling algorithm. Our numerical analysis validated the ability of algorithm to implement a partial rescheduling mechanism and generate scheduling results in the face of mass customization scenarios. Importantly, the effectiveness of the PDP-CAM scheduling algorithm in minimizing instance rescheduling was demonstrated, thereby enhancing the computational efficiency of the algorithm.

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Publication Details

Published
2024-10-28
DOI
https://doi.org/10.1117/12.3050739
Primary Topic
Manufacturing Process and Optimization
Type
article
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article

Production scheduling heuristic for mass customization with partial rescheduling

Chris Yuan, Ywh-Leh Chou, Zhe-Luen Tsui
Manufacturing Process and Optimization
article

Production scheduling heuristic for mass customization with partial rescheduling

Chris Yuan, Ywh-Leh Chou, Zhe-Luen Tsui
article en

Abstract

This research responds to the complex challenges of mass customization and multi-objective parameter optimization. Leveraging the Call-Auction Matching proposed by Cadmus Yuan, Zhe-Luen Tsui, and YwhLeh Chou[1], we improved a Production Date Prediction Call-Auction Matching (PDP-CAM) scheduling algorithm. Our numerical analysis validated the ability of algorithm to implement a partial rescheduling mechanism and generate scheduling results in the face of mass customization scenarios. Importantly, the effectiveness of the PDP-CAM scheduling algorithm in minimizing instance rescheduling was demonstrated, thereby enhancing the computational efficiency of the algorithm.

Feng Chia University (TW)
Openalex Percentile: Top 73%
Manufacturing Process and Optimization
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