Yazar
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A Variable Block Insertion Heuristic for Solving Permutation Flow Shop Scheduling Problem with Makespan Criterion
Kizilay, D.; Tasgetiren, M.F.; Pan, Q.K.; Gao, L. (MDPI, 2019)In this paper, we propose a variable block insertion heuristic (VBIH) algorithm to solve the permutation flow shop scheduling problem (PFSP). The VBIH algorithm removes a block of jobs from the current solution. It applies ... -
A Variable Block Insertion Heuristic for the Blocking Flowshop Scheduling Problem with Total Flowtime Criterion
Tasgetiren, M.F.; Pan, Q.K.; Kizilay, D.; Gao, K.Z. (MDPI AG, 2016)In this paper, we present a variable block insertion heuristic (VBIH) algorithm to solve the blocking flowshop scheduling problem with the total flowtime criterion. In the VBIH algorithm, we define a minimum and a maximum ... -
A Variable Iterated Greedy Algorithm with Differential Evolution for Solving No-Idle Flowshops
Tasgetiren, M.F.; Pan, Q.K.; Suganthan, P.N.; Buyukdagli, O. (SPRINGER-VERLAG BERLIN, 2012)In this paper, we present a variable iterated greedy algorithm where its parameters (basically destruction size and probability of whether or not to apply the iterated greedy algorithm to an individual) are optimized by ... -
A variable iterated greedy algorithm with differential evolution for the no-idle permutation flowshop scheduling problem
Tasgetiren, M.F.; Pan, Q.K.; Suganthan, P.N.; Buyukdagli, O. (PERGAMON-ELSEVIER SCIENCE LTD, 2013)This paper presents a variable iterated greedy algorithm (IG) with differential evolution (vIG_DE), designed to solve the no-idle permutation flowshop scheduling problem. In an IG algorithm, size d of jobs are removed from ... -
An Adaptive Iterated Greedy algorithm for distributed mixed no-idle permutation flowshop scheduling problems
Li, Y.Z.; Pan, Q.K.; Li, J.Q.; Tasgetiren, M.F.; Gao, L. (Elsevier, 2021-06)Distributed flow shop scheduling is a very interesting research topic. This paper studies the distributed permutation flow shop scheduling problem with mixed no-idle constraints, which have important applications in practice. ... -
An Effective Discrete Artificial Bee Colony Algorithm for Scheduling an Automatic-Guided-Vehicle in a Linear Manufacturing Workshop
Zou, W.Q.; Pan, Q.K.; Tasgetiren, M.F. (IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2020)This paper deals with a new automatic guided vehicle (AGV) scheduling problem from the material handling process in a linear manufacturing workshop. The problem is to determine a sequence of Cells for AGV to travel to ... -
An effective discrete harmony search algorithm for flexible job shop scheduling problem with fuzzy processing time
Gao, K.Z.; Suganthan, P.N.; Pan, Q.K.; Tasgetiren, M.F. (TAYLOR & FRANCIS LTD, 2015)This study addresses flexible job shop scheduling problem (FJSP) with fuzzy processing time. The fuzzy or uncertainty of processing time is one of seven characteristics in remanufacturing. A discrete harmony search (DHS) ... -
An energy-efficient permutation flowshop scheduling problem
Oztop, H.; Tasgetiren, M.F.; Tursel Eliiyi, D.; Pan, Q.K.; Kandiller, L. (PERGAMON-ELSEVIER SCIENCE LTD, 2020)The permutation flowshop scheduling problem (PFSP) has been extensively explored in scheduling literature because it has many real-world industrial implementations. In some studies, multiple objectives related to production ... -
An Ensemble of Differential Evolution Algorithms for Constrained Function Optimization
Tasgetiren, M.F.; Suganthan, P.N.; Pan, Q.K.; Mallipeddi, R.; Sarman, S. (IEEE, 2010)This paper presents an ensemble of differential evolution algorithms employing the variable parameter search and two distinct mutation strategies in the ensemble to solve real-parameter constrained optimization problems. ... -
An Ensemble of Differential Evolution Algorithms with Variable Neighborhood Search for Constrained Function Optimization
Paldrak, M.; Tasgetiren, M.F.; Suganthan, P.N.; Pan, Q.K. (IEEE, 2016)In this paper, an ensemble of differential evolution algorithms based on a variable neighborhood search algorithm (EDE-VNS) is proposed so as to solve the constrained real parameter-optimization problems. The performance ... -
An ensemble of discrete differential evolution algorithms for solving the generalized traveling salesman problem
Tasgetiren, M.F.; Suganthan, P.N.; Pan, Q.K. (ELSEVIER SCIENCE INC, 2010)In this paper, an ensemble of discrete differential evolution algorithms with parallel populations is presented. In a single populated discrete differential evolution (DDE) algorithm, the destruction and construction (DC) ... -
An Iterated Greedy Algorithm for the Hybrid Flowshop Problem with Makespan Criterion
Kizilay, D.; Tasgetiren, M.F.; Pan, Q.K.; Wang, L. (IEEE, 2014)The main contribution of this paper is to present some novel constructive heuristics for the the hybrid flowshop scheduling (HFS) problem with the objective of minimizing the makespan for the first time in the literature. ... -
Artificial bee colony algorithm for scheduling and rescheduling fuzzy flexible job shop problem with new job insertion
Gao, K.Z.; Suganthan, P.N.; Pan, Q.K.; Tasgetiren, M.F.; Sadollah, A. (ELSEVIER SCIENCE BV, 2016)This study addresses flexible job shop scheduling problem (FJSP) with two constraints, namely fuzzy processing time and new job insertion. The uncertainty of processing time and new job insertion are two scheduling related ... -
Differential evolution algorithm with ensemble of parameters and mutation strategies
Mallipeddi, R.; Suganthan, P.N.; Pan, Q.K.; Tasgetiren, M.F. (ELSEVIER, 2011)Differential evolution (DE) has attracted much attention recently as an effective approach for solving numerical optimization problems. However, the performance of DE is sensitive to the choice of the mutation strategy and ... -
Dynamic multi-swarm particle swarm optimizer with harmony search
Zhao, S.Z.; Suganthan, P.N.; Pan, Q.K.; Tasgetiren, M.F. (PERGAMON-ELSEVIER SCIENCE LTD, 2011)In this paper, the dynamic multi-swarm particle swarm optimizer (DMS-PSO) is improved by hybridizing it with the harmony search (HS) algorithm and the resulting algorithm is abbreviated as DMS-PSO-HS. We present a novel ... -
Effective ensembles of heuristics for scheduling flexible job shop problem with new job insertion
Gao, K.Z.; Suganthan, P.N.; Tasgetiren, M.F.; Pan, Q.K.; Sun, Q.Q. (PERGAMON-ELSEVIER SCIENCE LTD, 2015)This study investigates the flexible job shop scheduling problem (FJSP) with new job insertion. FJSP with new job insertion includes two phases: initializing schedules and rescheduling after each new job insertion. ... -
Energy-Efficient Single Machine Total Weighted Tardiness Problem with Sequence-Dependent Setup Times
Tasgetiren, M.F.; Oztop, H.F.; Eliiyi, U.; Tursel Eliiyi, D.; Pan, Q.K. (SPRINGER INTERNATIONAL PUBLISHING AG, 2018)Most of the problems defined in the scheduling literature do not yet take into account the energy consumption of manufacturing processes, as in most of the variants with tardiness objectives. This study handles scheduling ... -
Green Permutation Flowshop Scheduling: A Trade- off- Between Energy Consumption and Total Flow Time
Oztop, H.; Tasgetiren, M.F.; Tursel Eliiyi, D.; Pan, Q.K. (SPRINGER INTERNATIONAL PUBLISHING AG, 2018)Permutation flow shop scheduling problem (PFSP) is a well-known problem in the scheduling literature. Even though many multi-objective PFSPs are presented in the literature with the objectives related to production efficiency ... -
Iterated greedy algorithms for the blocking flowshop scheduling problem with makespan criterion
Tasgetiren, M.F.; Kizilay, D.; Pan, Q.K.; Suganthan, P.N. (PERGAMON-ELSEVIER SCIENCE LTD, 2017)Recently, iterated greedy algorithms have been successfully applied to solve a variety of combinatorial optimization problems. This paper presents iterated greedy algorithms for solving the blocking flowshop scheduling ... -
Lagrangian heuristic for scheduling a steelmaking-continuous casting process
Mao, K.; Pan, Q.K.; Tasgetiren, M.F. (IEEE, 2013)One of the biggest bottlenecks in iron and steel production is the steelmaking-continuous casting (SCC) process, which consists of steel-making, re ning and continuous casting. The production scheduling of SCC is a complex ...
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