Research Paper#Scheduling Algorithms, Constraint Programming, Healthcare🔬 ResearchAnalyzed: Jan 3, 2026 16:38
Constraint Extraction for Care Worker Scheduling
Published:Dec 31, 2025 13:22
•1 min read
•ArXiv
Analysis
This paper addresses the practical challenge of automating care worker scheduling in long-term care facilities. The key contribution is a method for extracting facility-specific constraints, including a mechanism to exclude exceptional constraints, leading to improved schedule generation. This is important because it moves beyond generic scheduling algorithms to address the real-world complexities of care facilities.
Key Takeaways
- •Focuses on facility-specific constraint extraction for care worker scheduling.
- •Employs constraint templates for flexible constraint definition.
- •Includes a mechanism to exclude exceptional constraints, improving schedule quality.
- •Demonstrates successful schedule generation satisfying hard constraints and reducing soft constraint violations.
Reference
“The proposed method utilizes constraint templates to extract combinations of various components, such as shift patterns for consecutive days or staff combinations.”