Issues in the design of AI-based schedulers: A workshop report
AI Magazine - Reports from three of the 1990 Spring symposia and eight workshops held over the past two years
Adaptation in natural and artificial systems
Adaptation in natural and artificial systems
Case-based reasoning
Artificial Intelligence - Special volume on planning and scheduling
Backtracking techniques for the job shop scheduling constraint satisfaction problem
Artificial Intelligence - Special volume on planning and scheduling
How to solve it: modern heuristics
How to solve it: modern heuristics
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
A Memetic Approach to the Nurse Rostering Problem
Applied Intelligence
Case-Bases Incorporating Scheduling Constraint Dimensions - Experiences in Nurse Rostering
EWCBR '98 Proceedings of the 4th European Workshop on Advances in Case-Based Reasoning
Modelling the Competence of Case-Bases
EWCBR '98 Proceedings of the 4th European Workshop on Advances in Case-Based Reasoning
Scheduling, Timetabling and Rostering - A Special Relationship?
Selected papers from the First International Conference on Practice and Theory of Automated Timetabling
A Memetic Algorithm for University Exam Timetabling
Selected papers from the First International Conference on Practice and Theory of Automated Timetabling
Experiments on Networks of Employee Timetabling Problems
PATAT '97 Selected papers from the Second International Conference on Practice and Theory of Automated Timetabling II
A Tabu-Search Hyperheuristic for Timetabling and Rostering
Journal of Heuristics
The State of the Art of Nurse Rostering
Journal of Scheduling
A 0-1 goal programming model for nurse scheduling
Computers and Operations Research
Case-based heuristic selection for timetabling problems
Journal of Scheduling
Finding good nurse duty schedules: a case study
Journal of Scheduling
Days-off scheduling for a bus transportation company
International Journal of Innovative Computing and Applications
A categorisation of nurse rostering problems
Journal of Scheduling
A novel case based reasoning approach to radiotherapy planning
Expert Systems with Applications: An International Journal
Self-Optimization module for Scheduling using Case-based Reasoning
Applied Soft Computing
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In this paper we present a novel Case-Based Reasoning (CBR) system called CABAROST (CAsed-BAsed ROSTering) which was developed for personnel scheduling problems. CBR is used to capture and store examples of personnel manager behaviour which are then used to solve future problems. Previous examples of constraint violations in schedules and the repairs that were used to solve the violations are stored as cases. The sequence in which violations are repaired can have a great impact on schedule quality. A novel memetic algorithm is proposed which evolves good quality sequences of repairs generated by CABAROST. The algorithm was tested on instances of the real-world nurse rostering problem at the Queens Medical Centre NHS Trust in Nottingham.