Balancing Lexicographic Multi-Objective Assembly Lines with Multi-Manned Stations

In a multi-manned assembly line, tasks of the same workpiece can be executed simultaneously by different workers working in the same station. This line has significant advantages over a simple assembly line such as shorter line length, less work-in-process, smaller installation space, and less product flow time. In many realistic line balancing situations, there are usually more than one objective conflicting with each other. This paper presents a preemptive goal programming model and some heuristic methods based on variable neighborhood search approach for multi-objective assembly line balancing problems with multi-manned stations. Three different objectives are considered, minimizing the total number of multi-manned stations as the primary objective, minimizing the total number of workers as the secondary objective, and smoothing the number of workers at stations as the tertiary objective. A set of test instances taken from the literature is solved to compare the performance of all methods, and results are presented.

[1]  Armin Scholl,et al.  Balancing assembly lines with variable parallel workplaces: Problem definition and effective solution procedure , 2009, Eur. J. Oper. Res..

[2]  A Sedighi,et al.  A cost-oriented model for balancing mixed-model assembly lines with multi-manned workstations , 2013 .

[3]  Bilal Toklu,et al.  A priority rule-based constructive heuristic and an improvement method for balancing assembly lines with parallel multi-manned workstations , 2015 .

[4]  Alexandre Dolgui,et al.  Robust balancing of straight assembly lines with interval task times , 2013, J. Oper. Res. Soc..

[5]  Yonah Wilamowsky,et al.  Optimization in Multiple-objective Linear Programming Problems with Pre-emptive Priorities , 1990 .

[6]  Armin Scholl,et al.  Balancing and Sequencing of Assembly Lines , 1995 .

[7]  Wayne L. Winston Operations research: applications and algorithms / Wayne L. Winston , 2004 .

[8]  Emre Cevikcan,et al.  A team-oriented design methodology for mixed model assembly systems , 2009, Comput. Ind. Eng..

[9]  P. Sivasankaran,et al.  Literature review of assembly line balancing problems , 2014 .

[10]  Vahid Yazdanparast,et al.  Multi-manned production Lines with labor Concentration , 2011 .

[11]  Bilal Toklu,et al.  Multiple-criteria decision-making in two-sided assembly line balancing: A goal programming and a fuzzy goal programming models , 2009, Comput. Oper. Res..

[12]  A. Charnes Management Model And Industrial Application Of Linear Programming , 1961 .

[13]  Pierre Hansen,et al.  Variable Neighborhood Decomposition Search , 1998, J. Heuristics.

[14]  C. L. Moodie,et al.  A HEURISTIC METHOD OF ASSEMBLY LINE BALANCING FOR ASSUMPTIONS OF CONSTANTOR VARIABLE WORK ELEMENT TIMES , 1964 .

[15]  Mitsuo Gen,et al.  U-shaped assembly line balancing problem with genetic algorithm , 2008 .

[16]  James R. Jackson,et al.  A Computing Procedure for a Line Balancing Problem , 1956 .

[17]  Hadi Gökçen,et al.  Binary integer formulation for mixed-model assembly line balancing problem , 1998 .

[18]  Subhash C. Sarin,et al.  A survey of the assembly line balancing procedures , 1998 .

[19]  Fred McLanahan Tonge,et al.  A heuristic program for assembly line balancing , 1961 .

[20]  Pierre Hansen,et al.  Variable neighborhood search: Principles and applications , 1998, Eur. J. Oper. Res..

[21]  Nenad Mladenović,et al.  An Introduction to Variable Neighborhood Search , 1997 .

[22]  Sotirios G. Dimitriadis,et al.  Assembly line balancing and group working: A heuristic procedure for workers' groups operating on the same product and workstation , 2006, Comput. Oper. Res..

[23]  Amaia Lusa,et al.  A survey of the literature on the multiple or parallel assembly line balancing problem , 2008 .

[24]  Pierre Hansen,et al.  Variable neighbourhood search: methods and applications , 2010, Ann. Oper. Res..

[25]  J. J. Bartholdi,et al.  Balancing two-sided assembly lines: a case study , 1993 .

[26]  Parviz Fattahi,et al.  A mathematical model and ant colony algorithm for multi-manned assembly line balancing problem , 2011 .

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

[28]  Bilal Toklu,et al.  An efficient branch and bound algorithm for assembly line balancing problems with parallel multi-manned workstations , 2012, Comput. Oper. Res..

[29]  Armin Scholl,et al.  A survey on problems and methods in generalized assembly line balancing , 2006, Eur. J. Oper. Res..