Sanja Petrovic

Contact

• workRoom C83 Computer Science
  Jubilee Campus
  Wollaton Road
  Nottingham
  NG8 1BB
  UK
• work0115 95 14222
• fax0115 95 14254
• sanja.petrovic@nottingham.ac.uk
• http://www.cs.nott.ac.uk/~sxp

Research Summary

artificial intelligence operational research scheduling and timetabling case-based reasoning multicriteria decision making

Selected Publications

• BEDDOE, G. and PETROVIC, S., 2006. Enhancing case-based reasoning for personnel rostering with selected tabu search concepts.<b>Journal of the Operational Research Society</b> Oxford: Pergamon Press. Available at: <http://dx.doi.org/10.1057/palgrave.jors.2602304>
• PETROVIC, S., YANG, Y. and DROR, M., 2007. Case-based selection of initialisation heuristics for metaheuristic examination timetabling Expert Systems With Applications. 33(3), 772-785
• PETROVIC, D., DUENAS, A. and PETROVIC, S., 2007. Decision support tool for multi-objective job shop scheduling problems with linguistically quantified decision functions Decision Support Systems. 43(4), 1527-1538
• PETROVIC, S, FAYAD, C and PETROVIC, D., 2008. Sensitivity Analysis of a Fuzzy Multiobjective Scheduling Problem International Journal of Production Research. 46(12), 3327-3344

• View all publications

• LI, JP, BURKE, EK, CURTOIS, T, PETROVIC, S and QU, R, 2012. The Falling Tide Algorithm: A New Multi-Objective Approach For Complex Workforce Scheduling Omega-International Journal Of Management Science. 40(3), 283-293
• JAGANNATHAN R, PETROVIC S, MCKENNA A and NEWTON L, 2012. A NOVEL TWO PHASE RETRIEVAL MECHANISM FOR A CLINICAL CASE BASED REASONING SYSTEM FOR RADIOTHERAPY TREATMENT PLANNING International Journal on Artificial Intelligence Tools. (In Press.)
• MISHRA N, PETROVIC S and SUNDAR S, 2011. A Self-Adaptive Case-Based Reasoning System For Dose Planning In Prostate Cancer Radiotherapy. Medical Physics. 38(12), 6528-6539
• CASTRO E and PETROVIC S, 2011. Combined mathematical programming and heuristics for a radiotherapy pre-treatment scheduling problem Journal of Scheduling. (In Press.)
• ZAKARIA Z and PETROVIC S, 2011. Genetic Algorithms for Match-up Rescheduling of the Flexible Manufacturing Systems Computers & Industrial Engineering. (In Press.)
• PETROVIC, S, MISHRA, N and SUNDAR, S, 2011. A Novel Case Based Reasoning Approach To Radiotherapy Planning Expert Systems With Applications. 38(9), 10759-10769
• PETROVIC, D, MORSHED, M and PETROVIC, S, 2011. Multi-Objective Genetic Algorithms For Scheduling Of Radiotherapy Treatments For Categorised Cancer Patients Expert Systems With Applications. 38(6), 6994-7002
• PETROVIC, S and VANDEN BERGHE, G, 2011. A comparison of two approaches to nurse rostering problems Annals of Operations Research. (In Press.)
• MORATORI P, PETROVIC S and VÁZQUEZ-RODRÍGUEZ J.A, 2011. Match-up Approaches to a Dynamic Rescheduling Problem International Journal of Production Research. (In Press.)
• OUELHADJ, D and PETROVIC, S, 2010. A Cooperative Hyper-Heuristic Search Framework Journal Of Heuristics. 16(6), 835-857
• VAZQUEZ-RODRIGUEZ, JA and PETROVIC, S, 2010. A New Dispatching Rule Based Genetic Algorithm For The Multi-Objective Job Shop Problem Journal Of Heuristics. 16(6), 771-793
• MORATORI, P, PETROVIC, S and VAZQUEZ-RODRIGUEZ, JA, 2010. Integrating Rush Orders Into Existent Schedules For A Complex Job Shop Problem Applied Intelligence. 32(2), 205-215
• BURKE, EK, ECKERSLEY, AJ, MCCOLLUM, B, PETROVIC, S and QU, R, 2010. Hybrid Variable Neighbourhood Approaches To University Exam Timetabling European Journal Of Operational Research. 206(1), 46-53
• BEDDOE, G, PETROVIC, S and LI, JP, 2009. A Hybrid Metaheuristic Case-Based Reasoning System For Nurse Rostering Journal Of Scheduling. 12(2), 99-119
• OUELHADJ, D and PETROVIC, S, 2009. A Survey Of Dynamic Scheduling In Manufacturing Systems Journal of Scheduling. 12(4), 417-431
• PETROVIC, S, FAYAD, C and PETROVIC, D., 2008. Sensitivity Analysis of a Fuzzy Multiobjective Scheduling Problem International Journal of Production Research. 46(12), 3327-3344
• PETROVIC, S, FAYAD, C, PETROVIC, D, BURKE, E and KENDALL, G, 2008. Fuzzy Job Shop Scheduling With Lot-Sizing Annals of Operations Research. 159(1), 275-292
• BURKE, E.K., MCCOLLUM, B., MEISELS, A., PETROVIC, S. and QU, R., 2007. A graph-based hyper-heuristic for educational timetabling problems European Journal of Operational Research. 176(1), 177-192
• PETROVIC, S., YANG, Y. and DROR, M., 2007. Case-based selection of initialisation heuristics for metaheuristic examination timetabling Expert Systems With Applications. 33(3), 772-785
• PETROVIC, D., DUENAS, A. and PETROVIC, S., 2007. Decision support tool for multi-objective job shop scheduling problems with linguistically quantified decision functions Decision Support Systems. 43(4), 1527-1538
• BEDDOE, G and PETROVIC, S, 2007. Enhancing Case-Based Reasoning For Personnel Rostering With Selected Tabu Search Concepts Journal Of The Operational Research Society. 58(12), 1586-1598
• BURKE, E.K., MACCARTHY, B.L., PETROVIC, S. and QU, R., 2006. Multiple-retrieval case-based reasoning for course timetabling problems Journal of the Operational Research Society. 57(2), 148-162
• BURKE, E.K., PETROVIC, S. and QU, R., 2006. Case-based heuristic selection for timetabling problems Journal of Scheduling. 9(2), 115-132
• BURKE, E.K., DECAUSMAECKER, P., PETROVIC, S. and VANDENBERGHE, G., 2006. Metaheuristics for handling time internal coverage constraints in nurse scheduling Applied Artificial Intelligence. 20(9), 743-766 (In Press.)
• PETROVIC, S and SONG, X., 2006. A New Approach to Two-Machine Flow Shop Problem with Uncertain Processing Times Optimization and Engineering. 7, 329-342
• BEDDOE G and AND PETROVIC, S., 2006. Selecting and weighting features using a genetic algorithm in a case-based reasoning approach to personnel rostering European Journal of Operational Research. 175(2), 649-671
• BURKE, E., BYKOV, Y., NEWALL, J. and PETROVIC, S., 2004. A time-predefined local search approach to exam timetabling problems IIE Transactions. 36(6), 509-528
• COWLING, P.I., OUELHADJ, D. and PETROVIC, S., 2004. Dynamic scheduling of steel casting and milling using multi-agents Production Planning & Control. 15(2), 178-188
• OUELHADJ D, PETROVIC S, COWLING P. I and MEISELS A., 2004. Inter-Agent Cooperation and Communication for Agent-based Robust Dynamic Scheduling in Steel Production Advanced Engineering Informatics. 18, 161-172
• BURKE, E., BYKOV, Y., NEWALL, J. and PETROVIC, S., 2003. A time-predefined approach to course timetabling Yugoslav Journal of Operations Research. 13(2), 139-152
• COWLING, P.I., OUELHADJ, D. and PETROVIC, S., 2003. A multi-agent architecture for dynamic scheduling of steel hot rolling Journal of Intelligent Manufacturing. 14(5), 457-470
• BURKE, E.K. and PETROVIC, S., 2002. Recent research trends in automated timetabling European Journal of Operational Research. 140(2), 266-280
• PETROVIC, S. and PETROVIC, R., 2002. A new fuzzy multi-criteria methodology for ranking of alternatives International Transactions in Operational Research. 9(1), 73-84
• BURKE, E.K., MACCARTHY, B., PETROVIC, S. and QU, R., 2000. Structured cases in case-based reasoning-re-using and adapting cases for time-tabling problems Knowledge Based Systems. 13(2-3), 159-165
• PETROVIC, S., 1999. Classification of Objects Based on Case-Based Reasoning Yugoslav Journal of Operations Research. 9(1), 75-95
• PETROVIC, S., 1998. Case-Based Reasoning in the DSS for Multicriteria Analysis Journal of Decision Systems. 7, 99-120
• RADOJEVIC, D. and PETROVIC, S., 1997. A fuzzy approach to preference structure in multicriteria ranking International Transactions in Operational Research. 4(5/6), 419-430
• PETROVIC S and PETROVIC R, 1995. Eco-Ecodispatch: DSS for multicriteria loading of thermal power generators Journal of Decision Systems. 4(4), 279-295
• PETROVIC, S and OBRADOVIC, I, 1994. Frame-Based Blackboard Expert-System For Signal-Processing Expert Systems With Applications. 7(1), 85-92
• PETROVIC S, OBRADOVIC I and KRTOLICA R, 1991. Time-series Modeling in a Blackboard-Based Coupled Expert System Yugoslav Journal of Operations Research. 1(2), 179-194