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An Estimation of Distribution Algorithm for Minimizing the Makespan in...

SummaryThis chapter addresses to the blocking flowshop scheduling problem with the aim of minimizing the makespan. An Estimation of Distribution Algorithm, followed by a local search procedure, after...

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An Estimation of Distribution Algorithm for Flowshop Scheduling with Limited...

AbstractMost of the works that address the flowshop scheduling problem presume unlimited buffers between successive machines. However, with the advent of new technologies in the manufacturing systems,...

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A hybrid genetic algorithm for solving no-wait flowshop scheduling problems

AbstractA hybrid genetic algorithm is proposed in this paper to minimize the makespan and the total flowtime in the no-wait flowshop scheduling problem, which is known to be NP-hard for more than two...

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Hierarchical production planning with flexibility in agroalimentary...

AbstractIn this paper we address to the planning problem in the agroalimentary domain. In such industry, several specific constraints should be taken into account for planning task such as the...

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Variable neighborhood search algorithms for the permutation flowshop...

AbstractThis paper addresses to the permutation flowshop scheduling problem while considering the preventive maintenance in the non-resumable case. The criterion to be optimized is the makespan. Two...

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Metaheuristics for Machine Learning

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Computational Intelligence Methods and Applications

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