A multi criteria meta-heuristic approach to nurse rostering

Users of hospital personnel planning software cope with the complex task of translating their needs into several constraints of a very different nature and with differing cost parameters. We present a multi criteria evolutionary approach, which overcomes some of the practical difficulties that personnel schedulers in hospitals often face.

[1]  Umesh Saxena,et al.  Scheduling Nurses Using Goal-Programming Techniques , 1984 .

[2]  Sanja Petrovic,et al.  ECO-ECODISPATCH: DSS for multicriteria loading of thermal power generators , 1995 .

[3]  Sanja Petrovic,et al.  A Multicriteria Approach to Examination Timetabling , 2000, PATAT.

[4]  Kathryn A. Dowsland,et al.  Nurse scheduling with tabu search and strategic oscillation , 1998, Eur. J. Oper. Res..

[5]  Jeffrey L. Arthur,et al.  A Multiple Objective Nurse Scheduling Model , 1981 .

[6]  E.K. Burke,et al.  Fitness evaluation for nurse scheduling problems , 2001, Proceedings of the 2001 Congress on Evolutionary Computation (IEEE Cat. No.01TH8546).

[7]  BergheGreet Vanden,et al.  A Memetic Approach to the Nurse Rostering Problem , 2001 .

[8]  Larry W. Jacobs,et al.  Cost analysis of alternative formulations for personnel scheduling in continuously operating organizations , 1995 .

[9]  Edmund K. Burke,et al.  A Hybrid Tabu Search Algorithm for the Nurse Rostering Problem , 1998, SEAL.

[10]  J. Tanomaru,et al.  Staff scheduling by a genetic algorithm with heuristic operators , 1995, Proceedings of 1995 IEEE International Conference on Evolutionary Computation.

[11]  J G Chen,et al.  Hybrid expert-system approach to nurse scheduling. , 1993, Computers in nursing.

[12]  Milan Zelany,et al.  A concept of compromise solutions and the method of the displaced ideal , 1974, Comput. Oper. Res..

[13]  Ben Paechter,et al.  Timetabling the Classes of an Entire University with an Evolutionary Algorithm , 1998, PPSN.

[14]  Peter I. Cowling,et al.  A Memetic Approach to the Nurse Rostering Problem , 2001, Applied Intelligence.

[15]  Terry R. Rakes,et al.  A mathematical model for scheduling and staffing multiclinic health regions , 1989 .

[16]  Nashat Mansour,et al.  A Distributed Genetic Algorithm for Employee Staffing and Scheduling Problems , 1993, ICGA.

[17]  Jacques A. Ferland,et al.  A Multi-objective Approach to Nurse Scheduling with both Hard and Soft Constraints , 1996 .

[18]  Masahito Yamamoto,et al.  Evolutionary algorithms for nurse scheduling problem , 2000, Proceedings of the 2000 Congress on Evolutionary Computation. CEC00 (Cat. No.00TH8512).

[19]  I Ozkarahan An integrated nurse scheduling model. , 1991, Journal of the Society for Health Systems.

[20]  E. Burke,et al.  Variable neighborhood search for nurse rostering problems , 2004 .