Fuzzy Logic-Based Production Scheduling and Rescheduling in the Presence of Uncertainty

Production scheduling represents a major administrative and management issue in modern production planning and control. Ever since the first results of modern scheduling theory appeared some 50 years ago, scheduling research has attracted a lot of attention from both academia and industry. The diversity of scheduling problems, the large-scale dimension and dynamic nature of many modern problem-solving environments make this a very complex and difficult research area.

[1]  Lotfi A. Zadeh,et al.  Quantitative fuzzy semantics , 1971, Inf. Sci..

[2]  Didier Dubois,et al.  Possibility Theory - An Approach to Computerized Processing of Uncertainty , 1988 .

[3]  Tzung-Pei Hong,et al.  A new triangular fuzzy Johnson algorithm , 1999 .

[4]  R. Gary Parker.  Deterministic scheduling theory , 1995 .

[5]  Amritpal Singh Raheja,et al.  Reactive repair tool for job shop schedules , 2005 .

[6]  Masatoshi Sakawa,et al.  Fuzzy programming for multiobjective job shop scheduling with fuzzy processing time and fuzzy duedate through genetic algorithms , 2000, Eur. J. Oper. Res..

[7]  Sanja Petrovic,et al.  Decision support tool for multi-objective job shop scheduling problems with linguistically quantified decision functions , 2007, Decis. Support Syst..

[8]  Jean-Charles Billaut,et al.  Multicriteria scheduling , 2005, Eur. J. Oper. Res..

[9]  H. Ishii,et al.  Fuzzy due-date scheduling problem with fuzzy processing time , 1999 .

[10]  Maciej Hapke,et al.  Scheduling under Fuzziness , 2000 .

[11]  Sanja Petrovic,et al.  A Genetic Algorithm for Job Shop Scheduling with Load Balancing , 2005, Australian Conference on Artificial Intelligence.

[12]  D. Petrovic,et al.  A fuzzy logic based production scheduling/rescheduling in the presence of uncertain disruptions , 2006, Fuzzy Sets Syst..

[13]  Sanja Petrovic,et al.  Solution Representation for Job Shop Scheduling Problems in Ant Colony Optimisation , 2006, ANTS Workshop.

[14]  Radivoj Petrovic,et al.  Supply chain modelling using fuzzy sets , 1999 .

[15]  Michael Pinedo,et al.  Scheduling: Theory, Algorithms, and Systems , 1994 .

[16]  Sanjay Mehta,et al.  Predictable scheduling of a single machine subject to breakdowns , 1999, Int. J. Comput. Integr. Manuf..

[17]  Sanja Petrovic,et al.  Sensitivity analysis of a fuzzy multiobjective scheduling problem , 2008 .

[18]  Peter B. Luh,et al.  Fuzzy optimization-based scheduling of identical machines with possible breakdown , 1994, Proceedings of the 1994 IEEE International Conference on Robotics and Automation.

[19]  W. Pedrycz,et al.  An introduction to fuzzy sets : analysis and design , 1998 .

[20]  Reha Uzsoy,et al.  Executing production schedules in the face of uncertainties: A review and some future directions , 2005, Eur. J. Oper. Res..

[21]  D. Dubois,et al.  Operations on fuzzy numbers , 1978 .

[22]  Marc E. Posner,et al.  Sensitivity Analysis for Scheduling Problems , 2004, J. Sched..

[23]  Y. N. Stoskov.  Stability of an optimal schedule , 1991 .

[24]  Chris N. Potts,et al.  Rescheduling for New Orders , 2004, Oper. Res..

[25]  Sanja Petrovic,et al.  A Fuzzy Genetic Algorithm for Real-World Job Shop Scheduling , 2005, IEA/AIE.

[26]  M. Kuroda,et al.  Fuzzy Job Shop Scheduling , 1996 .

[27]  Ross J. W. James,et al.  Robustness of single machine scheduling problems to earliness and tardiness penalty errors , 1998, Ann. Oper. Res..

[28]  Goldberg,et al.  Genetic algorithms , 1993, Robust Control Systems with Genetic Algorithms.

[29]  Sanja Petrovic,et al.  Fuzzy job shop scheduling with lot-sizing , 2008, Ann. Oper. Res..

[30]  Jeffrey W. Herrmann,et al.  Rescheduling Manufacturing Systems: A Framework of Strategies, Policies, and Methods , 2003, J. Sched..

[31]  Dobrila Petrovic,et al.  An approach to predictive-reactive scheduling of parallel machines subject to disruptions , 2008, Ann. Oper. Res..

[32]  Reha Uzsoy,et al.  Analysis of periodic and event-driven rescheduling policies in dynamic shops , 1992 .

[33]  Bernard Grabot,et al.  Dispatching rules in scheduling Dispatching rules in scheduling: a fuzzy approach , 1994 .

[34]  H. Zimmermann,et al.  Fuzzy Set Theory and Its Applications , 1993 .

[35]  Sanja Petrovic,et al.  Analysis of Performance of Fuzzy Logic-Based Production Scheduling by Simulation , 2005, MICAI.

[36]  H. Ishii,et al.  Single machine scheduling problem with fuzzy precedence relation , 1995 .

[37]  Willy Herroelen,et al.  Robust and reactive project scheduling: a review and classification of procedures , 2004 .