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@article{ayob_survey_2008,
title = {A survey of surface mount device placement machine optimisation: Machine classification},
pages = {893--914},
number = {3},
journal = {European Journal of Operational Research},
author = {Ayob, Masri and Kendall, Graham},
year = {2008},
month = {May},
}
@misc{gurobi,
author = {Gurobi Optimization, LLC},
title = {Gurobi Optimizer Reference Manual},
year = {2022},
url = {"https://www.gurobi.com"}
}
@article{geng_mcvrp-based_2019,
author = {Guo, Shujuan and Geng, Fei and Takahashi, Katsuhiko and Wang, Xiaohan and Jin, Zhihong},
year = {2019},
month = {Sep.},
pages = {5874--5891},
title = {A {MCVRP}-based model for {PCB} assembly optimisation on the beam-type placement machine},
volume = {57},
number = {18},
journal = {International Journal of Production Research},
}
@article{luo_milp_2014,
title = {An {MILP} model and clustering heuristics for {LED} assembly optimisation on high-speed hybrid pick-and-place machines},
volume = {52},
pages = {1016--1031},
number = {4},
journal = {International Journal of Production Research},
author = {Luo, Jiaxiang and Liu, Jiyin},
year = {2014},
month = {Feb.},
}
@article{hsu_solving_2017,
title = {Solving Feeder Assignment and Component Sequencing Problems for Printed Circuit Board Assembly Using Particle Swarm Optimization},
volume = {14},
issn = {1545-5955, 1558-3783},
pages = {881--893},
number = {2},
journal = {{IEEE} Transactions on Automation Science and Engineering},
author = {Hsu, Hsien-Pin},
year = {2017},
month = {Apr.},
}
@article{ho_integrated_2010,
title = {Integrated component scheduling models for chip shooter machines},
volume = {123},
issn = {09255273},
pages = {31--41},
number = {1},
journal = {International Journal of Production Economics},
author = {Ho, William and Ji, Ping},
year = {2010},
month = {Jan.}
}
@article{huang_applied_2020,
author = {Huang, Yinhua and Zhao, Lianxing and Liu, Peng},
year = {2020},
month = {Aug.},
pages = {012--029},
title = {Applied Research of Hierarchical Multi-objective Optimization Method in High Speed and High Precision Placement Machine},
volume = {1605},
journal = {Journal of Physics: Conference Series},
}
@article{gao_hierarchical_2021,
author = {Gao, Huijun and Li, Zhengkai and Yu, Xinghu and Qiu, Jianbin},
year = {2021},
month = {Jul.},
title = {Hierarchical Multiobjective Heuristic for {PCB} Assembly Optimization in a Beam-Head Surface Mounter},
volume = {52},
number = {7},
pages = {6911--6924},
journal = {{IEEE} Transactions on Cybernetics},
}
@article{luo_milp_2017,
author = {Luo, Jiaxiang and Liu, Jiyin and Hu, Yueming},
year = {2016},
month = {Jun.},
pages = {1--16},
title = {An {MILP} model and a hybrid evolutionary algorithm for integrated operation optimisation of multi-head surface mounting machines in PCB assembly},
volume = {55},
journal = {International Journal of Production Research},
number = {1}
}
@article{ashayeri_planning_2007,
title = {A planning and scheduling model for onsertion in printed circuit board assembly},
journal = {European Journal of Operational Research},
author = {Ashayeri, Jalal and Selen, Willem},
year = {2007},
month = {Dec.},
pages = {909-925},
}
@article{raduly-baka_selecting_2008,
title = {Selecting the nozzle assortment for a Gantry-type placement machine},
volume = {30},
issn = {0171-6468, 1436-6304},
pages = {493--513},
number = {3},
journal = {{OR} Spectrum},
author = {Raduly-Baka, Csaba and Knuutila, Timo and Johnsson, Mika and Nevalainen, Olli S.},
year = {2008},
month = {Nov.},
}
@article{raduly-baka_tool-feeder_2017,
title = {Tool-feeder partitions for module assignment in PCB assembly},
journal = {Computers \& Operations Research},
volume = {78},
pages = {108--116},
year = {2017},
author = {Csaba Raduly-Baka and Mika Johnsson and Olli S. Nevalainen},
month = {Feb.}
}
@article{sun_branch-and-price_2007,
author = {Sun, Dong-Seok and Lee, Tae-Eog},
year = {2008},
month = {Jun.},
pages = {515--534},
title = {A Branch-and-price algorithm for placement routing for a multi-head beam-type component placement tool},
volume = {30},
journal = {OR. Spectrum},
number = {3}
}
@article{ashayeri_aggregated_2011,
author = {Ashayeri, Jalal and Ma, N. and Sotirov, Renata},
year = {2011},
month = {Jan.},
pages = {99--105},
title = {An aggregated optimization model for multi-head {SMD} placements},
volume = {60},
number = {1},
journal = {Computers \& Industrial Engineering},
}
@article{zhu_multi-objective_2018,
author = {Zhu, Guang-Yu and Ju, Xuewei and Zhang, Wei-Bo},
year = {2018},
month = {Mar.},
pages = {1--18},
title = {Multi-objective sequence optimization of {PCB} component assembly with {GA} based on the discrete Frechet distance},
volume = {56},
journal = {International Journal of Production Research},
}
@article{sun_component_2005,
author = {Sun, Dong-Seok and Lee, Tae-Eog and Kim, Kyung-Hoon},
year = {2005},
month = {Feb.},
pages = {245--264},
title = {Component allocation and feeder arrangement for a dual-gantry multi-head surface mounting placement tool},
volume = {95},
number = {2},
journal = {International Journal of Production Economics}
}
@article{li_cell_2022,
author = {Li, Zhengkai and Yu, Xinghu and Qiu, Jianbin and Gao, Huijun},
year = {2022},
month = {Mar.},
volume = {18},
number = {1},
pages = {559-570},
title = {Cell Division Genetic Algorithm for Component Allocation Optimization in Multi-Functional Placers},
journal = {{IEEE} Transactions on Industrial Informatics},
}
@inproceedings{luo_modelling_2014,
title = {Modelling the operation optimization of multi-head surface mounting machines with over-head gantry in printed circuit board assembly},
author = {Luo, Jiaxiang and Zhang, Xue and Liu, Haiming},
year = {2014},
booktitle = {Proceedings of the 33rd Chinese Control Conference},
volume = {},
number = {},
pages = {7537-7542},
}
@article{torabi_new_2013,
author = {Torabi, S.A. and Hamedi, Mostafa and Ashayeri, Jalal},
year = {2013},
month = {Oct.},
pages = {700--714},
title = {A new optimization approach for nozzle selection and component allocation in multi-head beam-type {SMD} placement machines},
volume = {32},
journal = {Journal of Manufacturing Systems},
}
@article{hsu_solving_2022,
author = {Hsu, Hsien-Pin},
title = {Solving the Feeder Assignment, Component Sequencing, and Nozzle Assignment Problems for a Multi-Head Gantry SMT Machine Using Improved Firefly Algorithm and Dynamic Programming},
year = {2022},
month = {Apr.},
volume = {52},
number = {C},
journal = {Advanced Engineering Informatics},
pages = {101583},
}
@article{hsu_optimization_2020,
author = {Hsu, Hsien-Pin and Yang, Shu-Wen},
year = {2020},
pages = {56--71},
title = {Optimization of Component Sequencing and Feeder Assignment for a Chip Shooter Machine Using Shuffled Frog-Leaping Algorithm},
volume = {17},
journal = {{IEEE} Transactions on Automation Science and Engineering},
month = {June.},
number = {1},
}
@article{li_clustering-based_2019,
title = {Clustering-Based Heuristic to Optimize Nozzle and Feeder Assignments for Collect-and-Place Assembly},
volume = {16},
pages = {755--766},
number = {2},
journal = {{IEEE} Transactions on Automation Science and Engineering},
author = {Li, Debiao and He, Tian and Yoon, Sang Won},
year = {2019},
month = {Apr},
}
@article{li_heuristic_2022,
title = {Heuristic sequencing hopfield neural network for pick-and-place location routing in multi-functional placers},
pages = {35--44},
author = {Li, Zhengkai and Sun, Hao and Yu, Xinghu and Sun, Weichao},
journal = {Neurocomputing},
year = {2022},
volume = {472},
month = {Feb.},
number = {1}
}
@article{ho_integrated_2009,
title = {An integrated scheduling problem of {PCB} components on sequential pick-and-place machines: Mathematical models and heuristic solutions},
volume = {36},
pages = {7002--7010},
number = {3},
journal = {Expert Systems with Applications},
author = {Ho, William and Ji, Ping},
year = {2009},
month = {Apr.},
}
@article{jia_bilevel_2022,
title = {A {Bilevel} {Ant} {Colony} {Optimization} {Algorithm} for {Capacitated} {Electric} {Vehicle} {Routing} {Problem}},
volume = {52},
number = {10},
journal = {IEEE Transactions on Cybernetics},
author = {Jia, Ya-Hui and Mei, Yi and Zhang, Mengjie},
month = {Oct.},
year = {2022},
pages = {10855--10868},
}
@article{abbatecola_distributed_2019,
title = {A {Distributed} {Cluster}-{Based} {Approach} for {Pick}-{Up} {Services}},
volume = {16},
number = {2},
journal = {IEEE Transactions on Automation Science and Engineering},
author = {Abbatecola, Lorenzo and Fanti, Maria Pia and Pedroncelli, Giovanni and Ukovich, Walter},
month = {Apr.},
year = {2019},
pages = {960--971},
}
@article{xiao_evolutionary_2021,
title = {An {Evolutionary} {Multiobjective} {Route} {Grouping}-{Based} {Heuristic} {Algorithm} for {Large}-{Scale} {Capacitated} {Vehicle} {Routing} {Problems}},
volume = {51},
number = {8},
journal = {IEEE Transactions on Cybernetics},
author = {Xiao, Jianhua and Zhang, Tao and Du, Jingguo and Zhang, Xingyi},
month = {Aug.},
year = {2021},
pages = {4173--4186},
}
@article{li_deep_2022,
title = {Deep {Reinforcement} {Learning} for {Solving} the {Heterogeneous} {Capacitated} {Vehicle} {Routing} {Problem}},
volume = {52},
number = {12},
urldate = {2023-11-09},
journal = {IEEE Transactions on Cybernetics},
author = {Li, Jingwen and Ma, Yining and Gao, Ruize and Cao, Zhiguang and Lim, Andrew and Song, Wen and Zhang, Jie},
month = {Dec.},
year = {2022},
pages = {13572--13585},
}
@article{wu_learning_2022,
title = {Learning {Improvement} {Heuristics} for {Solving} {Routing} {Problems}},
volume = {33},
language = {en},
number = {9},
urldate = {2023-11-09},
journal = {IEEE Transactions on Neural Networks and Learning Systems},
author = {Wu, Yaoxin and Song, Wen and Cao, Zhiguang and Zhang, Jie and Lim, Andrew},
month = {Sep.},
year = {2022},
pages = {5057--5069},
}
@article{lu_scan_based_2023,
title = {A Scan-based Hierarchical Heuristic Optimization Algorithm for {PCB} Assembly Process},
journal = {IEEE Transactions on Industrial Informatics},
author = {Lu, Guangyu and Yu, Xinghu and Sun, Hao and Li, Zhengkai and Qiu, Jianbin and Gao, Huijun},
year = {2023},
doi = {10.1109/tii.2023.3312410},
}
@article{he_adaptive_2018,
title = {An adaptive clustering-based genetic algorithm for the dual-gantry pick-and-place machine optimization},
volume = {37},
pages = {66--78},
journal = {Advanced Engineering Informatics},
author = {He, Tian and Li, Debiao and Yoon, Sang Won},
year = {2018},
month = {Aug},
}