Multiobjective Joint Optimization of Production Scheduling and Maintenance Planning in the Flexible Job-Shop Problem

Table 1

Literature review.

Data of publication	Type of production environment	Objective function	Heuristic approach
2005	Single machine	Minimum makespan	Genetic algorithms
2013	Flow shop	Minimum makespan	Genetic algorithms
2014	Flow shop	Minimum makespan	Genetic algorithms
2009	Distributed production scheduling	Minimum makespan	A modified genetic algorithm
2010	Flexible job-shop	Minimum makespan	A filtered beam search based heuristic algorithm
2014	Single machine	Minimize total flow time	Polynomial optimal algorithm
2012	Single machine	Minimizing job tardiness
2010	Parallel machine	Minimize unavailability and makespan	Ant Colony Optimization paradigm algorithm
2011	Flexible job-shop	Minimize unavailability and makespan	Ant Colony Optimization paradigm algorithm
2014	Single machine	Minimize solution and quality robustness	Three-phase heuristic algorithm
2015	Single machine	System robustness and stability	Genetic algorithms
2014	Single machine	Minimize total earliness and tardiness penalties	Harmony search algorithm
2012	Imperfect process manufacturing cell	Minimizes overall cost	Extensive sensitivity analysis
2013	Unreliable manufacturing system	Minimizes overall cost	Extensive sensitivity analysis
2014	Multistate systems	Minimize maintenance costs	The mixed integer solver
2012	A single machine	Minimize maintenance costs	The mixed integer solver
2012	Parallel system	Minimize maintenance costs	The mixed integer solver
2011	Single machine	Minimize expected cost per unit time
2015	Two serial machines	Minimize long-term expected cost rate	Genetic algorithm
2013	Multiworkstation manufacturing system	Pareto-optimal maintenance and replacement schedules	Pareto-optimal solutions
2014	Single machine	Minimize the makespan and maintenance cost	Genetic algorithm
2012	Single machine	Minimize the makespan and maintenance cost	Genetic algorithm
2008	Single machine	Minimize maintenance cost, makespan, and so forth	Genetic algorithm
2013	Flexible job-shop	Minimum makespan	A multiobjective evolutionary algorithm
2013	Flexible job-shop	Minimum makespan	Chemical-reaction optimization