Research on the Optimization of Multi-process Production Quality Inspection Strategy Based on Decision Tree and Comprehensive Index Scoring

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This analysis uncovers effective quality inspection strategies in manufacturing, suggesting solutions to balance costs and benefits.

The optimization strategy improved revenue and reduced the defective rate through effective inspection.
The selected optimal strategy achieved a comprehensive score of 0.246 among 8192 strategies considered.
A decision tree model was utilized to assess the impacts of various inspection strategies on costs and benefits.
The approach provides useful guidance for enterprises aiming to enhance their quality inspection systems.

Xiong et al. (2025) studied this question.

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