Trading off between makespan and customer responsiveness in flow shop sequencing

There is a vast literature on the problem of how to sequence products in a blocking flow shop so as to minimise makespan. It is often the case, however, that problem instances have multiple optima, and that within the set of optimal (or near optimal) solutions, other characteristics of importance vary substantially. Thus, the solution found by an approach that solely minimises makespan may be inferior to alternate solutions that have comparable makespan but superior value with regard to other criteria. In this paper, we demonstrate this by considering makespan and customer responsiveness, the potential that a sequence has for modification so as to incorporate customer order changes after production has begun. We consider the relationship between these two metrics and present computational results to show how different approaches to making trade-offs between them can change the solution characteristics substantially.

[1]  Mingyuan Chen,et al.  A hybrid genetic algorithm for flowshop lot streaming with setups and variable sublots , 2010 .

[2]  David M. Anderson Build-to-Order & Mass Customization; The Ultimate Supply Chain Management and Lean Manufacturing Strategy for Low-Cost On-Demand Production without Forecasts or Inventory , 2008 .

[3]  Jesuk Ko,et al.  A symbiotic evolutionary algorithm for the integration of process planning and job shop scheduling , 2003, Comput. Oper. Res..

[4]  Robert H. Storer,et al.  A Graph-Theoretic Decomposition of the Job Shop Scheduling Problem to Achieve Scheduling Robustness , 1999, Oper. Res..

[5]  Chris J. Backhouse,et al.  Management of uncertainty through postponement , 2004 .

[6]  Marco Tomassini,et al.  Evolutionary Algorithms , 1995, Towards Evolvable Hardware.

[7]  N. Jawahar,et al.  Evolutionary algorithms for scheduling m-machine flow shop with lot streaming , 2008 .

[8]  A. Harrison,et al.  Implications of form postponement to manufacturing: a case study , 2004 .

[9]  Huan Neng Chiu,et al.  A comprehensive review of lot streaming , 2005 .

[10]  Yoram Koren,et al.  A Framework for Evaluating Production Policies to Improve Customer Responsiveness , 2005 .

[11]  S. S. Panwalkar,et al.  The Lessons of Flowshop Scheduling Research , 1992, Oper. Res..

[12]  Chelliah Sriskandarajah,et al.  A Survey of Machine Scheduling Problems with Blocking and No-Wait in Process , 1996, Oper. Res..

[13]  Reha Uzsoy,et al.  Predictable scheduling of a job shop subject to breakdowns , 1998, IEEE Trans. Robotics Autom..

[14]  Melvyn Sim,et al.  The Price of Robustness , 2004, Oper. Res..

[15]  Jung Woo Jung,et al.  Flowshop-scheduling problems with makespan criterion: a review , 2005 .

[16]  William L. Maxwell,et al.  Theory of scheduling , 1967 .

[17]  Oleg Yu. Gusikhin,et al.  A hybridization of Mathematical Programming and search techniques for integrated operation and workforce planning , 2007, 2007 IEEE International Conference on Systems, Man and Cybernetics.

[18]  Oleg Yurievitch Gusikhin,et al.  Using composite variable modeling to achieve realism and tractability in production planning: An example from automotive stamping , 2009 .

[19]  Débora P. Ronconi,et al.  Lower bounding schemes for flowshops with blocking in-process , 2001, J. Oper. Res. Soc..

[20]  Mikkel T. Jensen,et al.  Generating robust and flexible job shop schedules using genetic algorithms , 2003, IEEE Trans. Evol. Comput..

[21]  Débora P. Ronconi,et al.  A Branch-and-Bound Algorithm to Minimize the Makespan in a Flowshop with Blocking , 2005, Ann. Oper. Res..

[22]  F. Jovane,et al.  Reconfigurable Manufacturing Systems , 1999 .

[23]  Anand Nair,et al.  Linking manufacturing postponement, centralized distribution and value chain flexibility with performance , 2005 .

[24]  Kenneth R. Baker,et al.  A Comparative Study of Flow-Shop Algorithms , 1975, Oper. Res..

[25]  Débora P. Ronconi,et al.  A note on constructive heuristics for the flowshop problem with blocking , 2004 .

[26]  Stephen C. Graves,et al.  A Review of Production Scheduling , 1981, Oper. Res..

[27]  Jean-Charles Billaut,et al.  Maximization of solution flexibility for robust shop scheduling , 2005, Eur. J. Oper. Res..

[28]  Chelliah Sriskandarajah,et al.  Minimizing Cycle Time in a Blocking Flowshop , 2000, Oper. Res..

[29]  Robert H. Storer,et al.  Robustness Measures and Robust Scheduling for Job Shops , 1994 .

[30]  Victor Portougal,et al.  Production Scheduling Theory: Just Where Is It Applicable? , 2000, Interfaces.

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