Minimizing Total Tardiness in a Hybrid Flexible Flowshop with Sequence Dependent Setup Times
نویسندگان
چکیده
In this paper, we propose different local search algorithms to solve a realistic variant of the flowshop problem. The variant considered here is a hybrid flexible flowshop problem with sequence-dependent setup times, and with the objective of minimizing the total tardiness. In this variant of flowshop, stage skipping might occur, i.e., not all stages must be visited by all jobs. This scheduling problem is frequently used in batch production, helping to reduce the gap between research and operational use. While there is some research on minimizing the makespan, to our knowledge no work has been reported on minimizing the total tardiness for this problem. The proposed approaches present different neighborhood searches. Numerical experiments compare the performance of the different algorithms on new benchmarks generated for this problem. Keywords—hybrid flexible flowshop; sequence dependent setup times; total tardiness; local search; scheduling.
منابع مشابه
A comparison of algorithms for minimizing the sum of earliness and tardiness in hybrid flow-shop scheduling problem with unrelated parallel machines and sequence-dependent setup times
In this paper, the flow-shop scheduling problem with unrelated parallel machines at each stage as well as sequence-dependent setup times under minimization of the sum of earliness and tardiness are studied. The processing times, setup times and due-dates are known in advance. To solve the problem, we introduce a hybrid memetic algorithm as well as a particle swarm optimization algorithm combine...
متن کاملMinimizing the energy consumption and the total weighted tardiness for the flexible flowshop using NSGA-II and NRGA
This paper presents a bi-objective MIP model for the flexible flow shop scheduling problem (FFSP) in which the total weighted tardiness and the energy consumption are minimized simultaneously. In addition to considering unrelated machines at each stage, the set-up times are supposed to be sequence- and machine-dependent, and it is assumed that jobs have different release tim...
متن کاملMinimizing the total tardiness and makespan in an open shop scheduling problem with sequence-dependent setup times
We consider an open shop scheduling problem with setup and processing times separately such that not only the setup times are dependent on the machines, but also they are dependent on the sequence of jobs that should be processed on a machine. A novel bi-objective mathematical programming is designed in order to minimize the total tardiness and the makespan. Among several mult...
متن کاملَA Multi-objective simulated annealing algorithm to solving flexible no-wait flowshop scheduling problems with transportation times
This paper deals with a bi-objective hybrid no-wait flowshop scheduling problem minimizing the makespan and total weighted tardiness, in which we consider transportation times between stages. Obtaining an optimal solution for this type of complex, large-sized problem in reasonable computational time by using traditional approaches and optimization tools is extremely difficult. This paper presen...
متن کاملA Multi-objective Immune System for a New Bi-objective Permutation Flowshop Problem with Sequence-dependent Setup Times
We present a new mathematical model for a permutation flowshop scheduling problem with sequence-dependent setup times considering minimization of two objectives, namely makespan and weighted mean total earliness/tardiness. Only small-sized problems with up to 20 jobs can be solved by the proposed integer programming approach. Thus, an effective multi-objective immune system (MOIS) is ...
متن کامل