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Flexible job shop scheduling using genetic algorithm and heuristic rules
Journal of Advanced Mechanical Design, Systems, and Manufacturing, 2016 Job shop scheduling with the availability of more than one machine to perform an operation, also known as the flexible job shop scheduling problem, is computationally NP-hard.
Parinya KAWEEGITBUNDIT, Toru EGUCHI
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Constraint satisfaction adaptive neural network and heuristics combined approaches for generalized job-shop scheduling [PDF]
, 2000 Copyright @ 2000 IEEEThis paper presents a constraint satisfaction adaptive neural network, together with several heuristics, to solve the generalized job-shop scheduling problem, one of NP-complete constraint satisfaction problems.
Wang, D, Yang, S
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Optimizing combination of job shop scheduling and quadratic assignment problem through multi-objective decision making approach [PDF]
Management Science Letters, 2012 In this paper, we consider job shop scheduling and machine location problem, simultaneously. Processing, transportation, and setup times are defined as deterministic parameters.
Mostafa Kazemi +2 more
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Improved genetic algorithm for job shop scheduling
Journal of Hebei University of Science and Technology, 2019 In order to obtain the optimal solution of genetic algorithm for job shop scheduling problem and improve the iteration speed of the algorithm, the improved method of genetic algorithm is studied.
Xianpeng ZHENG, Lei WANG
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IEEE Access, 2020 With the development of intelligent manufacturing and the customized product demand of customers, manufacturing enterprises are urgently required to carry out high-efficiency, high-quality, flexibility and low-cost manufacturing to enhance the ...
Yanwei Sang, Jianping Tan, Wen Liu
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Revista Científica, 2011 En el entorno competitivo actual, donde los cambios repentinos en la demanda y la apertura comercial obligan a las empresas a mantener un buen desempeño en todas sus áreas, la programación de tareas productivas (scheduling) de manera efectiva se ha ...
Lindsay Álvarez Pomar +3 more
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Journal of Algorithms & Computational Technology, 2020 With the wide application of intelligent sensors and internet of things (IoT) in the smart job shop, a large number of real-time production data is collected.
Chuang Wang +3 more
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Semi-autonomous Intersection Collision Avoidance through Job-shop Scheduling [PDF]
, 2015 In this paper, we design a supervisor to prevent vehicle collisions at intersections. An intersection is modeled as an area containing multiple conflict points where vehicle paths cross in the future. At every time step, the supervisor determines whether
Bussieck M. R. +6 more
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The Effect of the Workload on Due Date Performance in Job Shop Scheduling
Brazilian Journal of Operations & Production Management, 2010 This paper provides a simulation model to study the effect of the work-in-process control on due date performance in job shop environment. The due date performance is measured by both the number of tardy jobs and the total tardiness.
Miguel Cezar Santoro +1 more
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A MILP model for an extended version of the Flexible Job Shop Problem [PDF]
, 2014 A MILP model for an extended version of the Flexible Job Shop Scheduling problem is proposed. The extension allows the precedences between operations of a job to be given by an arbitrary directed acyclic graph rather than a linear order.
Birgin, Ernesto G. +5 more
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