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% !Mode:: "TeX:UTF-8"
%% === 综述 ===
@article{14th_five_year_plan,
author = {},
title = {中共中央关于制定国民经济和社会发展第十四个五年规划和二〇三五年远景目标的建议},
organization = {},
journal = {共产党员},
year = {2020},
volume = {},
number = {11},
pages = {12-23},
month = {11},
}
@article{ayob_survey_2008,
author = {Ayob, Masri and Kendall, Graham},
title = {A survey of surface mount device placement machine optimisation: Machine classification},
journal = {European Journal of Operational Research},
volume = {186},
number = {3},
pages = {893-914},
year = {2008},
}
@inproceedings{smm_opt_research_and_challenge_2019,
author = {邓泽峰 and 余果 and 胡成玉 and 贾孝荣},
title = {贴片机优化算法研究与挑战},
booktitle = {中国高端SMT学术会议},
address = {成都, 中国},
pages = {267--280},
year = {2019},
}
@article{dong_14th_interpretation,
author = {董凯},
title = {“十四五”智能制造发展规划解读及趋势研判},
journal = {中国工业和信息化},
volume = {},
number = {1},
pages = {26-29},
year = {2022},
}
@article{zang_roadmap_research_2022,
author = {臧冀原 and 刘宇飞 and 王柏村 and 苗仲桢 and 薛塬 and 李培根},
title = {面向2035的智能制造技术预见和路线图研究},
journal = {机械工程学报},
volume = {58},
number = {4},
pages = {285-308},
year = {2022},
}
@article{wang_leading_production_2024,
author = {王文泽},
title = {以智能制造作为新质生产力支撑引领现代化产业体系建设},
journal = {当代经济研究},
volume = {},
number = {2},
pages = {105-115},
year = {2024},
}
%% === 贴片机优化 ===
@article{van_laarhoven_production_1993,
author = {Van Laarhoven, P. J. M. and Zijm, W. H. M.},
journal = {Journal of Manufacturing Systems},
title = {Production preparation and numerical control in {PCB} assembly},
volume = {5},
number = {3},
pages = {187--207},
year = {1993},
}
@article{huang_solution_1994,
author = {Huang, Yu-Wen and Srihari, K. and Adriance, Jim and Westby, George},
title = {A Solution Methodology for the Multiple Batch Surface Mount {PCB} Placement Sequence Problem},
journal = {Journal of Electronic Packaging},
volume = {116},
number = {4},
pages = {282--289},
year = {1994},
}
@inproceedings{lee_hierarchical_1999,
author = {Lee, S.H. and Lee, B.H. and Park, T.H.},
title={A hierarchical method to improve the productivity of a multi-head surface mounting machine},
booktitle = {Proceedings of IEEE International Conference on Robotics and Automation},
address = {Detroit, MI, USA},
pages = {2110-2115},
year = {1999},
}
@article{altinkemer_optimization_2000,
author = {Altinkemer, Kemal and Kazaz, Burak and K{\"o}ksalan, Murat and Moskowitz, Herbert},
title = {Optimization of printed circuit board manufacturing: Integrated modeling and algorithms},
journal = {European Journal of Operational Research},
volume = {124},
number = {2},
pages = {409--421},
year = {2000},
}
@article{ji_genetic_2001,
author = {P. Ji and M.T. Sze and W.B. Lee},
title = {A genetic algorithm of determining cycle time for printed circuit board assembly lines},
journal = {European Journal of Operational Research},
volume = {128},
number = {1},
pages = {175-184},
year = {2001},
}
@inproceedings{ayob_real-time_2003,
author = {Ayob, M. and Kendall, G.},
title = {Real-time scheduling for multi headed placement machine},
booktitle = {Proceedings of the {IEEE} International Symposium on Assembly and Task Planning},
address = {Besancon, France},
pages = {128--133},
year = {2003},
}
@article{grunow_operations_2004,
author = {Grunow, Martin and G{\"u}nther, Hans-Otto and Schleusener, Martin and Yilmaz, Ihsan Onur},
title = {Operations planning for collect-and-place machines in {PCB} assembly},
journal = {Computers \& Industrial Engineering},
volume = {47},
number = {4},
pages = {409--429},
year = {2004},
}
@article{sun_component_2005,
author = {Sun, Dong-Seok and Lee, Tae-Eog and Kim, Kyung-Hoon},
title = {Component allocation and feeder arrangement for a dual-gantry multi-head surface mounting placement tool},
journal = {International Journal of Production Economics},
volume = {95},
number = {2},
pages = {245--264},
year = {2005},
}
@article{sun_branch-and-price_2007,
author = {Sun, Dong-Seok and Lee, Tae-Eog},
title = {A Branch-and-price algorithm for placement routing for a multi-head beam-type component placement tool},
journal = {{OR} Spectrum},
volume = {30},
number = {3},
pages = {515--534},
year = {2008},
}
@article{ayob_optimization_2007,
author = {Ayob, Masri and Kendall, Graham},
title = {The optimisation of the single surface mount device placement machine in printed circuit board assembly: a survey},
journal = {International Journal of Systems Science},
volume = {40},
number = {6},
pages = {553--569},
year = {2007},
}
@article{ashayeri_planning_2007,
author = {Ashayeri, J and Selen, W},
title = {A planning and scheduling model for onsertion in printed circuit board assembly},
journal = {European Journal of Operational Research},
volume = {183},
number = {2},
pages = {909-925},
year = {2007},
}
@article{kulak_pcb_2007,
author = {Kulak, O. and Yilmaz, I. O. and G{\"u}nther, H.-O.},
title = {{PCB} assembly scheduling for collect-and-place machines using genetic algorithms},
journal = {International Journal of Production Research},
volume = {45},
number = {17},
pages = {3949--3969},
year = {2007},
}
@article{knuutila_minimizing_2007,
author = {Knuutila, T and Py{\"o}tti{\"a}l{\"a}, S and Nevalainen, O S},
title = {Minimizing the number of pickups on a multi-head placement machine},
journal = {Journal of the Operational Research Society},
volume = {58},
number = {1},
pages = {115--121},
year = {2007},
}
@article{park_dynamic_2007,
author = {Park, Tae-Hyoung and Kim, Nam},
title = {A Dynamic Programming Approach to {PCB} Assembly Optimization for Surface Mounters},
journal = {International Journal of Control Automation and Systems},
volume = {5},
number = {2},
pages = {192--199},
year = {2007},
}
@inproceedings{tsuchiya_scheduling_2007,
author = {Tsuchiya, Toru and Yamashita, Atsushi and Kaneko, Toru and Kaneko, Yasuhiro and Muramatsu, Hirokatsu},
title = {Scheduling optimization of component mounting in printed circuit board assembly by prioritizing simultaneous pickup},
booktitle = {IEEE/RSJ International Conference on Intelligent Robots and Systems},
address = {San Diego, CA, USA},
pages = {2913--2918},
year = {2007},
}
@article{raduly-baka_selecting_2008,
author = {Raduly-Baka, Csaba and Knuutila, Timo and Johnsson, Mika and Nevalainen, Olli S.},
title = {Selecting the nozzle assortment for a Gantry-type placement machine},
journal = {{OR} Spectrum},
volume = {30},
number = {3},
pages = {493--513},
year = {2008},
}
@article{hardas_development_2008,
author = {Hardas, Chinmaya and Doolen, Toni and Jensen, Dean},
title = {Development of a genetic algorithm for component placement sequence optimization in printed circuit board assembly},
journal = {Computers \& Industrial Engineering},
volume = {55},
number = {1},
pages = {165-182},
year = {2008},
}
@article{gyorfi_efficient_2008,
author = {Gyorfi, J.S. and Chi-Haur Wu},
title = {An Efficient Algorithm for Placement Sequence and Feeder Assignment Problems With Multiple Placement-Nozzles and Independent Link Evaluation},
journal = {{IEEE} Transactions on Systems, Man, and Cybernetics: Systems},
volume = {38},
number = {2},
pages = {437--442},
year = {2008},
}
@article{ho_integrated_2009,
author = {Ho, William and Ji, Ping},
title = {An integrated scheduling problem of {PCB} components on sequential pick-and-place machines: Mathematical models and heuristic solutions},
journal = {Expert Systems with Applications},
volume = {36},
number = {3},
pages = {7002--7010},
year = {2009},
}
@article{ho_integrated_2010,
author = {Ho, William and Ji, Ping},
title = {Integrated component scheduling models for chip shooter machines},
journal = {International Journal of Production Economics},
volume = {123},
number = {1},
pages = {31--41},
year = {2010},
}
@inproceedings{chen_component_2011,
author = {Chen, Tiemei and Luo, Jiaxiang and Hu, Yueming},
title = {Component Placement Process Optimization for Multi-Head Surface Mounting Machine Based on Tabu Search and Improved Shuffled Frog-Leaping Algorithm},
booktitle = {3rd International Workshop on Intelligent Systems and Applications},
address = {Wuhan, China},
pages = {1--4},
year = {2011},
}
@article{ashayeri_aggregated_2011,
author = {Ashayeri, Jalal and Ma, N. and Sotirov, Renata},
title = {An aggregated optimization model for multi-head {SMD} placements},
journal = {Computers \& Industrial Engineering},
volume = {60},
number = {1},
pages = {99--105},
year = {2011},
}
@article{guo_pcb_2011,
author = {Guo, Shujuan and Takahashi, Katsuhiko and Morikawa, Katsumi},
title = {{PCB} assembly scheduling with alternative nozzle types for one component type},
journal = {Flexible Services and Manufacturing Journal},
volume = {23},
number = {3},
pages = {316--345},
year = {2011},
}
@article{pyottiala_minimizing_2013,
author = {Py{\"o}tti{\"a}l{\"a}, Sami and Knuutila, Timo and Johnsson, Mika and Nevalainen, Olli S.},
title = {Minimizing the assembly cycle time on a revolver gantry machine},
journal = {Computers \& Operations Research},
volume = {40},
number = {11},
pages = {2611--2624},
year = {2013},
}
@article{knuutila_organizing_2013,
author = {Knuutila, Timo and Suomi, Tomi and Emet, Stefan and Johnsson, Mika and Nevalainen, Olli S.},
title = {Organizing the nozzle magazine of a gantry-type {PCB} assembly machine},
journal = {International Journal of Advanced Manufacturing Technology},
volume = {68},
number = {5},
pages = {1189--1202},
year = {2013},
}
@article{torabi_new_2013,
author = {Torabi, S.A. and Hamedi, Mostafa and Ashayeri, Jalal},
title = {A new optimization approach for nozzle selection and component allocation in multi-head beam-type {SMD} placement machines},
journal = {Journal of Manufacturing Systems},
volume = {32},
number = {4},
pages = {700-714},
year = {2013},
}
@article{luo_milp_2014,
author = {Luo, Jiaxiang and Liu, Jiyin},
title = {An {MILP} model and clustering heuristics for {LED} assembly optimisation on high-speed hybrid pick-and-place machines},
journal = {International Journal of Production Research},
volume = {52},
number = {4},
pages = {1016--1031},
year = {2013},
}
@inproceedings{luo_modelling_2014,
author = {Luo, Jiaxiang and Zhang, Xue and Liu, Haiming},
title = {Modelling the operation optimization of multi-head surface mounting machines with over-head gantry in printed circuit board assembly},
booktitle = {Proceedings of the 33rd Chinese Control Conference},
address = {Nanjing, China},
pages = {7537-7542},
year = {2014},
}
@article{zhu_improved_2014,
author = {Zhu, Guang-Yu and Zhang, Wei-Bo},
title = {An improved Shuffled Frog-leaping Algorithm to optimize component pick-and-place sequencing optimization problem},
journal = {Expert Systems with Applications},
volume = {41},
number = {15},
pages = {6818--6829},
year = {2014},
}
@article{alkaya_combining_2015,
author = {Alkaya, Ali Fuat and Duman, Ekrem},
title = {Combining and solving sequence dependent traveling salesman and quadratic assignment problems in {PCB} assembly},
journal = {Discrete Applied Mathematics},
volume = {192},
number = {C},
pages = {2--16},
year = {2015},
}
@article{lin_optimization_2016,
author = {Lin, Hsueh-Yi and Lin, Cheng-Jian and Huang, Mei-Ling},
title = {Optimization of printed circuit board component placement using an efficient hybrid genetic algorithm},
journal = {Applied Intelligence},
volume = {45},
number = {3},
pages = {622-637},
year = {2016},
}
@inproceedings{liu_optimization_2017,
author = {Liu, Haiming and Yuan, Peng and Luo, Jiaxiang and Zhang, Mei},
title = {An optimization algorithm of {PCB} assembly time for multi-head placement machine},
booktitle = {36th Chinese Control Conference ({CCC})},
address = {Dalian, China},
pages = {2876--2881},
year = {2017},
}
@article{lin_modified_2017,
author = {Lin, Cheng-Jian and Huang Mei-Ling},
title = {Modified artificial bee colony algorithm for scheduling optimization for printed circuit board production},
journal = {Journal of Manufacturing Systems},
volume = {44},
number = {1},
pages = {1--11},
year = {2017},
}
@article{he_multi-phase_2017,
author = {He, Tian and Li, Debiao and Yoon, Sang Won},
title = {A multi-phase planning heuristic for a dual-delivery {SMT} placement machine optimization},
journal = {Robotics and Computer-Integrated Manufacturing},
volume = {47},
number = {},
pages = {85--94},
year = {2017},
}
@article{raduly-baka_tool-feeder_2017,
author = {Csaba Raduly-Baka and Mika Johnsson and Olli S. Nevalainen},
journal = {Computers \& Operations Research},
title = {Tool-feeder partitions for module assignment in {PCB} assembly},
volume = {78},
number = {},
pages = {108--116},
year = {2017},
}
@article{han_mechanism_2017,
author = {Han, Jihee and Seo, Yoonho},
title = {Mechanism to minimise the assembly time with feeder assignment for a multi-headed gantry and high-speed {SMT} machine},
journal = {International Journal of Production Research},
volume = {55},
number = {10},
pages = {2930--2949},
year = {2017},
}
@article{luo_milp_2017,
author = {Luo, Jiaxiang and Liu, Jiyin and Hu, Yueming},
title = {An {MILP} model and a hybrid evolutionary algorithm for integrated operation optimisation of multi-head surface mounting machines in {PCB} assembly},
journal = {International Journal of Production Research},
volume = {55},
number = {1},
pages = {145--160},
year = {2017},
}
@article{hsu_solving_2017,
author = {Hsu, Hsien-Pin},
title = {Solving Feeder Assignment and Component Sequencing Problems for Printed Circuit Board Assembly Using Particle Swarm Optimization},
journal = {{IEEE} Transactions on Automation Science and Engineering},
volume = {14},
number = {2},
pages = {881--893},
year = {2017},
}
@article{li_pcb_2017,
author = {Li, Debiao and Yoon, Sang Won},
title = {{PCB} assembly optimization in a single gantry high-speed rotary-head collect-and-place machine},
journaltitle = {International Journal of Advanced Manufacturing Technology},
volumn = {88},
number = {},
pages = {28192834},
year = {2017},
}
@article{zhu_multi-objective_2018,
author = {Zhu, Guang-Yu and Ju, Xuewei and Zhang, Wei-Bo},
title = {Multi-objective sequence optimization of {PCB} component assembly with {GA} based on the discrete Fr\'{e}chet distance},
journal = {International Journal of Production Research},
volume = {56},
number = {11},
pages = {4017--4024},
year = {2018},
}
@article{he_adaptive_2018,
author = {He, Tian and Li, Debiao and Yoon, Sang Won},
title = {An adaptive clustering-based genetic algorithm for the dual-gantry pick-and-place machine optimization},
journal = {Advanced Engineering Informatics},
volume = {37},
number = {},
pages = {66--78},
year = {2018},
}
@article{gao_iterated_2018,
author = {Gao, Jinsheng and Zhu, Xiaomin and Liu, Anbang and Meng, Qingyang and Zhang, Runtong},
title = {An Iterated Hybrid Local Search Algorithm for Pick-and-Place Sequence Optimization},
journal = {Symmetry},
volume = {10},
number = {11},
pages = {633--649},
year = {2018},
}
@article{geng_mcvrp-based_2019,
author = {Guo, Shujuan and Geng, Fei and Takahashi, Katsuhiko and Wang, Xiaohan and Jin, Zhihong},
title = {A {MCVRP}-based model for {PCB} assembly optimisation on the beam-type placement machine},
journal = {International Journal of Production Research},
volume = {57},
number = {18},
pages = {5874--5891},
year = {2018},
}
@article{li_clustering-based_2019,
author = {Li, Debiao and He, Tian and Yoon, Sang Won},
title = {Clustering-Based Heuristic to Optimize Nozzle and Feeder Assignments for Collect-and-Place Assembly},
journal = {{IEEE} Transactions on Automation Science and Engineering},
volume = {16},
number = {2},
pages = {755--766},
year = {2019},
}
@article{castellani_printed_2019,
author = {Castellani, Marco and Otri, Sameh and Pham, Duc Truong},
title = {Printed circuit board assembly time minimisation using a novel Bees Algorithm},
journal = {Computers \& Industrial Engineering},
volume = {133},
number = {C},
pages = {186--194},
year = {2019},
}
@article{wang_application_2019,
author = {Wang, Zhengya and Mumtaz, Jabir and Zhang, Li and Yue, Lei},
title = {Application of an improved Spider Monkey Optimization algorithm for component assignment problem in {PCB} assembly},
journal = {Procedia {CIRP}},
volume = {83},
number = {},
pages = {266--271},
urldate = {2022-04-26},
year = {2019},
}
@article{lin_efficient_2019,
author = {Lin, Cheng-Jian and Huang, Mei-Ling},
title = {Efficient hybrid group search optimizer for assembling printed circuit boards},
journal = {Artificial Intelligence for Engineering Design, Analysis and Manufacturing},
volume = {33},
number = {3},
pages = {259--274},
year = {2019},
}
@article{huang_applied_2020,
author = {Huang, Yinhua and Zhao, Lianxing and Liu, Peng},
title = {Applied Research of Hierarchical Multi-objective Optimization Method in High Speed and High Precision Placement Machine},
journal = {Journal of Physics: Conference Series},
volume = {1605},
number = {1},
pages = {Article 012029},
year = {2020},
}
@article{hsu_printed_2020,
author = {Hsu, Hsien-Pin},
title = {Printed Circuit Board Assembly Planning for Multi-Head Gantry {SMT} Machine Using Multi-Swarm and Discrete Firefly Algorithm},
journal = {IEEE Access},
volume = {9},
number = {},
pages = {1642-1654},
year = {2021},
}
@article{hsu_optimization_2020,
author = {Hsu, Hsien-Pin and Yang, Shu-Wen},
title = {Optimization of Component Sequencing and Feeder Assignment for a Chip Shooter Machine Using Shuffled Frog-Leaping Algorithm},
journal = {{IEEE} Transactions on Automation Science and Engineering},
volume = {17},
number = {1},
pages = {56--71},
year = {2020},
}
@article{gao_hierarchical_2021,
author = {Gao, Huijun and Li, Zhengkai and Yu, Xinghu and Qiu, Jianbin},
title = {Hierarchical Multiobjective Heuristic for {PCB} Assembly Optimization in a Beam-Head Surface Mounter},
journal = {{IEEE} Transactions on Cybernetics},
volume = {52},
number = {7},
pages = {6911--6924},
year = {2021},
}
@article{lin_component_2021,
author = {Lin, Cheng-Jian and Lin, Chun-Hui},
title = {Component Placement Process Optimization for Multi-head Surface Mounting Machine Using a Hybrid Algorithm},
journal = {Sensors and Materials},
volume = {33},
number = {10},
pages = {3529--3545},
year = {2021},
}
@article{li_cell_2022,
author = {Li, Zhengkai and Yu, Xinghu and Qiu, Jianbin and Gao, Huijun},
title = {Cell Division Genetic Algorithm for Component Allocation Optimization in Multi-Functional Placers},
journal = {{IEEE} Transactions on Industrial Informatics},
volume = {18},
number = {1},
pages = {559-570},
year = {2022},
}
@article{hsu_printed_2021,
author = {Hsu, Hsien-Pin},
title = {Printed Circuit Board Assembly Planning for Multi-Head Gantry {SMT} Machine Using Multi-Swarm and Discrete Firefly Algorithm},
journal = {IEEE Access},
volume = {9},
number = {},
pages = {1642--1645},
year = {2021},
}
@article{li_heuristic_2022,
author = {Li, Zhengkai and Sun, Hao and Yu, Xinghu and Sun, Weichao},
title = {Heuristic sequencing hopfield neural network for pick-and-place location routing in multi-functional placers},
journal = {Neurocomputing},
volume = {472},
number = {1},
pages = {35--44},
year = {2022},
}
@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},
journal = {Advanced Engineering Informatics},
volume = {52},
pages = {Article 101583},
year = {2022},
}
@thesis{li_thesis_2022,
location = {哈尔滨},
title = {贴装过程的分层多目标混合优化算法研究},
institution = {哈尔滨工业大学},
type = {phdthesis},
author = {李, 政锴},
year = {2022},
}
% === 整线优化 ===
@article{lin_component_1999,
author = {Lin, Wei-Liang and Tardif, Valerie},
title = {Component Partitioning Under Demand and Capacity Uncertainty in Printed Circuit Board Assembly},
journal = {International Journal of Flexible Manufacturing Systems},
volume = {11},
number = {},
pages = {159--176},
year = {1999},
}
@inproceedings{lee_dynamic_1998,
author = {Lee, S H and Park, T H and Lee, B H and Kwon, W H and Kwon, W},
title = {A dynamic programming approach to a reel assignment problem of a surface mounting machine in printed circuit board assembly},
booktitle = {Proceedings of the {IEEE} International Conference on Robotics \& Automation},
address = {Leuven, Belgium},
pages = {227--232},
year = {1998},
}
@article{hillier_cost_2001,
author = {Hillier, Mark S. and Brandeau, Margaret L.},
title = {Cost minimization and workload balancing in printed circuit board assembly},
journal = {{IIE} Transactions},
volume = {33},
number = {7},
pages = {547--557},
year = {2001},
}
@article{kodek_optimal_2004,
author = {Kodek, D. M. and Krisper, M.},
title = {Optimal algorithm for minimizing production cycle time of a printed circuit board assembly line},
journal = {International Journal of Production Research},
volume = {42},
number = {23},
pages = {5031--5048},
year = {2004},
}
@article{salonen_grouping_2006,
author = {Salonen, K. and Smed, J. and Johnsson, M. and Nevalainen, O.},
title = {Grouping and sequencing {PCB} assembly jobs with minimum feeder setups},
journal = {Robotics and Computer-Integrated Manufacturing},
volume = {22},
number = {4},
pages = {297--305},
year = {2006},
}
@article{choudhury_process_2007,
author = {Choudhury, Nilanjan D. and Wilhelm, Wilbert E. and Rao, Brijesh and Gott, Jonathan and Khotekar, Nikhilesh},
title = {Process planning for circuit card assembly on a series of dual head placement machines},
journal = {European Journal of Operational Research},
volume = {182},
number = {2},
pages = {626--639},
year = {2007},
}
@article{yilmaz_development_2007,
author = {Yilmaz, I. O. and Grunow, M. and G\"{u}nther, H.-O. and Yapan, C.},
title = {Development of group setup strategies for makespan minimisation in {PCB} assembly},
journal = {International Journal of Production Research},
volume = {45},
number = {4},
pages = {871--897},
year = {2007},
}
@article{kulak_ga-based_2008,
author = {Kulak, Osman and Yilmaz, Ihsan Onur and G\'{U}nther, Hans-Otto},
title = {A {GA}-based solution approach for balancing printed circuit board assembly lines},
journal = {{OR} Spectrum},
volume = {30},
number = {3},
pages = {469--491},
year = {2007},
}
@article{emet_workload_2010,
author = {Emet, Stefan and Knuutila, Timo and Alhoniemi, Esa and Maier, Michael and Johnsson, Mika and Nevalainen, Olli S.},
title = {Workload balancing in printed circuit board assembly},
journal = {International Journal of Advanced Manufacturing Technology},
volume = {50},
number = {9},
pages = {1175--1182},
year = {2010},
}
@article{wu_solution_2010,
author = {Wu, Yongzhong and Ji, Ping},
title = {A solution method for the component allocation problem in printed circuit board assembly},
journal = {Assembly Automation},
volume = {30},
number = {2},
pages = {155--163},
year = {2010},
}
@article{toth_reconfiguring_2010,
author = {T\'{O}th, Attila and Knuutila, Timo and Nevalainen, Olli S.},
title = {Reconfiguring flexible machine modules of a {PCB} assembly line},
journal = {Production Engineering},
volume = {4},
number = {1},
pages = {85--94},
year = {2010},
}
@article{rong_modeling_2011,
author = {Rong, Aiying and Toth, Attila and Nevalainen, Olli S. and Knuutila, Timo and Lahdelma, Risto},
title = {Modeling the machine configuration and line-balancing problem of a {PCB} assembly line with modular placement machines},
journal = {International Journal of Advanced Manufacturing Technology},
volume = {54},
number = {1},
pages = {349--360},
year = {2011},
}
@inproceedings{guo_nozzle_2011,
author = {Guo, Shujuan and Takahashi, Katsuhiko and Morikawa, Katsumi},
title = {Nozzle assignment in {PCB} assembly considering one component type picked up by multiple nozzle types},
booktitle = {9th Asia Pacific Industrial Engineering and Management Society Conference},
address = {Kitakyushu, Japan},
pages = {2773-2781},
year = {2009},
}
@article{guo_integrated_2012,
author = {Guo, Shujuan and Takahashi, Katsuhiko and Morikawa, Katsumi and Jin, Zhihong},
title = {An integrated allocation method for the {PCB} assembly line balancing problem with nozzle changes},
journal = {International Journal of Advanced Manufacturing Technology},
volume = {62},
number = {1},
pages = {351--369},
year = {2012},
}
@article{hu_fuzzy_2017,
author = {Hu, Kuo-Jen},
title = {Fuzzy goal programming technique for solving flexible assignment problem in {PCB} assembly line},
journal = {Journal of Information and Optimization Sciences},
volume = {38},
number = {3--4},
pages = {423--442},
year = {2017},
}
@article{he_heuristic_2017,
author = {Tian He and Debiao Li and Sang Won Yoon},
title = {A heuristic algorithm to balance workloads of high-speed {SMT} machines in a {PCB} assembly line},
journal = {Procedia Manufacturing},
volume = {11},
pages = {1790--1797},
year = {2017},
}
@article{toth_machine_2018,
author = {T\'{O}th, Attila and Knuutila, Timo and Nevalainen, Olli S.},
title = {Machine configuration and workload balancing of modular placement machines in multi-product {PCB} assembly},
journal = {International Journal of Computer Integrated Manufacturing},
volume = {31},
number = {9},
pages = {815--830},
year = {2018},
}
@article{koskinen_rolling_2019,
author = {Koskinen, Jani and Raduly-Baka, Csaba and Johnsson, Mika and S. Nevalainen, Olli},
title = {Rolling horizon production scheduling of multi-model {PCBs} for several assembly lines},
journal = {International Journal of Production Research},
volume = {58},
number = {4},
pages = {1052--1073},
year = {2019},
}
@article{mumtaz_multi-level_2019,
author = {Mumtaz, Jabir and Guan, Zailin and Yue, Lei and Wang, Zhengya and Ullah, Saif and Rauf, Mudassar},
title = {Multi-Level Planning and Scheduling for Parallel {PCB} Assembly Lines Using Hybrid Spider Monkey Optimization Approach},
journal = {{IEEE} Access},
volume = {7},
number = {},
pages = {18685--18700},
year = {2019},
}
@article{mumtaz_hybrid_2020,
author = {Mumtaz, Jabir and Guan, Zailin and Yue, Lei and Zhang, Li and He, Cong},
title = {Hybrid spider monkey optimisation algorithm for multi-level planning and scheduling problems of assembly lines},
journal = {International Journal of Production Research},
volume = {58},
number = {20},
pages = {6252--6267},
year = {2020},
}
@article{zhang_multiobjective_2021,
author = {Zhang, Wei-Bo and Zhu, Guang-Yu},
title = {A Multiobjective Optimization of {PCB} Prototyping Assembly With {OFA} Based on the Similarity of Intuitionistic Fuzzy Sets},
journal = {{IEEE} Transactions on Fuzzy Systems},
volume = {29},
number = {7},
pages = {2054--2061},
year = {2021},
}
@inproceedings{zhong_multi-objective_2022,
title = {A Multi-Objective Scheduling Optimization Method for {PCB} Assembly Lines Based on the Improved Spider Monkey Algorithm},
pages = {Article 15},
booktitle = {International Conference on Advances in Mechanical Engineering},
publisher = {MDPI},
author = {Zhong, Jingyan and Chen, Yarong and Mumtaz, Jabir},
year = {2022},
}
@article{toth_divide_2022,
author = {T\'{O}th, Attila and Knuutila, Timo and Nevalainen, Olli S.},
journal = {International Journal of Advanced Manufacturing Technology},
title = {A divide and combine method for machine configuration and workload balancing problem in multiple product {PCB} assembly},
volume = {120},
number = {},
pages = {4079--4095},
year = {2022},
}
@article{chen_improved_2023,
author = {Chen, Yarong and Zhong, Jingyan and Mumtaz, Jabir and Zhou, Shengwei and Zhu, Lixia},
title = {An improved spider monkey optimization algorithm for multi-objective planning and scheduling problems of {PCB} assembly line},
journal = {Expert Systems with Applications},
volume = {229},
number = {},
pages = {120600},
year = {2023},
}
@ARTICLE{yan_load_2023,
author={Yan, Xuesong and Zuo, Hao and Hu, Chengyu and Gong, Wenyin and Sheng, Victor S.},
journal={Complex System Modeling and Simulation},
title={Load Optimization Scheduling of Chip Mounter Based on Hybrid Adaptive Optimization Algorithm},
year={2023},
volume={3},
number={1},
pages={1-11},
}
@article{chen_optimal_2024,
author = {Chen, Tzu-Li and Chen, James C. and Chen, Yin-Yann and Chang, Yu-Jie},
title = {The optimal configuration for various placement machines in {PCB} assembly lines},
journal = {Annals of Operations Research},
volume = {},
number = {},
pages = {},
month = {Feb.},
year = {2024},
doi = {10.1007/s10479-024-05828-6},
}
%% === time estimation ===
@article{vainio_estimating_2010,
author = {Vainio, Frans and Maier, Michael and Knuutila, Timo and Alhoniemi, Esa and Johnsson, Mika and Nevalainen, Olli S},
title = {Estimating printed circuit board assembly times using neural networks},
journal = {International Journal of Production Research},
volume = {48},
number = {8},
pages = {2201-2218},
year = {2010},
}
@article{vainio_estimating_2015,
author = {Vainio, Frans and Pahikkala, Tapio and Johnsson, Mika and Nevalainen, Olli S. and Knuutila, Timo},
title = {Estimating the production time of a {PCB} assembly job without solving the optimised machine control},
journal = {International Journal of Computer Integrated Manufacturing},
volume = {28},
number = {8},
pages = {823--835},
year = {2015},
}
@article{li_predicting_2020,
author = {Li, Debiao and Chen, Siping and Chiong, Raymond and Wang, Liting and Dhakal, Sandeep},
journal = {International Journal of Production Research},
title = {Predicting the printed circuit board cycle time of surface-mount-technology production lines using a symbiotic organism search-based support vector regression ensemble},
volume = {59},
number = {23},
pages = {7246--7265},
year = {2020},
}
%% === master & doctoral dissertation ===
@phdthesis{chen_research_2012,
author = {陈铁梅},
title = {精密电子表面贴装生产优化问题研究},
school = {华南理工大学},
address = {广州},
year = {2012},
}
@phdthesis{li_research_2021,
author = {李政锴},
title = {贴装过程的分层多目标混合优化算法研究},
school = {哈尔滨工业大学},
address = {哈尔滨},
year = {2022},
}
%% === solver ===
@misc{gurobi,
author = {Gurobi Optimization, LLC},
title = {Gurobi Optimizer Reference Manual},
year = {2022},
url = {"https://www.gurobi.com"}
}
% === 贴片机(中文) ===
@article{chen_ant_frog_2011,
author = {陈铁梅 and 罗家祥 and 胡跃明},
title = {基于蚁群–混合蛙跳算法的贴片机贴装顺序优化},
journal = {控制理论与应用},
volume = {28},
number = {12},
pages = {1813--1820},
year = {2011},
}
@article{luo_rls_2012,
author = {罗家祥 and 罗树浩 and 吴祈生},
title = {基于RLS的用于贴片机贴装顺序优化的禁忌搜索算法},
volume = {40},
number = {3},
journal = {华南理工大学学报(自然科学版)},
pages = {74--80},
year = {2012},
}
@article{lu_grey_entropy_2013,
author = {路军营 and 朱光宇},
title = {基于灰熵关联分析的表面贴装多目标优化},
volume = {19},
number = {4},
journal = {计算机集成制造系统},
pages = {766--773},
year = {2013},
}
@article{du_hybrid_genetic_2014,
author = {杜轩 and 李登桥 and 张屹},
title = {基于混合遗传算法的多头动臂式贴片机贴装过程优化研究},
volume = {42},
number = {1},
journal = {机床与液压},
pages = {40--47},
year = {2014},
}
@article{wu_improved_genetic_2014,
author = {吴忻生 and 黄志龙 and 周烔 and 冯太和},
title = {基于改进混合遗传算法的贴片机贴装路径优化},
journal = {制造业自动化},
volume = {36},
number = {9},
year = {2014},
pages = {85--88+103},
}
@article{yin_cell_genetic_2015,
author = {殷旅江 and 高亮 and 李登桥 and 胡明茂},
title = {改进元胞遗传算法的转塔式贴片机贴装优化},
journal = {华中科技大学学报(自然科学版)},
volume = {43},
number = {3},
pages = {113--117+132},
year = {2015},
}
@article{guo_nozzle_change_2016,
author = {郭姝娟 and 张晓庆 and 靳志宏},
title = {考虑吸嘴切换的多品种印刷电路板组装优化},
journal = {大连海事大学学报},
volume = {42},
number = {4},
pages = {125--132},
year = {2016},
}
@article{fu_modified_ant_2017,
author = {付永忠 and 潘云峰},
title = {基于改进蚁群算法的垂直旋转式贴片机贴装顺序优化},
journal = {计算机与现代化},
volume = {},
number = {8},
pages = {17--21},
year = {2017},
}
@article{lu_cell_bat_2017,
author = {陆瞳瞳 and 余珠玛 and 郑小东},
title = {基于元胞蝙蝠算法的复合式贴片机贴装调度优化},
journal = {现代制造工程},
volume = {},
number = {9},
pages = {22--28+101},
year = {2017},
}
@article{xing_online_2017,
author = {邢星 and 贾志淳 and 孙乙铭 and 陈进},
title = {一种高速贴片机在线贴装优化方法研究},
journal = {计算机工程与应用},
volume = {53},
number = {9},
year = {2017},
pages = {220-225+252},
}
@article{xu_immune_2017,
author = {许继影 and 陈仕军},
title = {基于免疫算法的拱架式贴片机贴装过程优化},
journal = {现代电子技术},
volume = {40},
number = {7},
year = {2017},
pages = {100--104+108},
}
@article{xing_high_speed_mounter_2018,
author = {邢星 and 柴茜 and 贾志淳 and 吴勇霖 and 杨玉强},
title = {一种高速贴片机喂料器快速分配方法},
journal = {渤海大学学报(自然科学版)},
volume = {39},
number = {1},
year = {2018},
pages = {70--77},
}
@article{wu_minimum_criterion_2020,
author = {武洪恩 and 王凯 and 倪良月},
title = {最小准则遗传算法求解贴片机贴装调度问题},
journal = {现代制造工程},
number = {3},
year = {2020},
pages = {14--20},
}
@article{yu_dual_gantry_2019,
author = {余松乐 and 肖曙红 and 林德育},
title = {双臂式双旋转头贴片机贴装效率优化研究},
journal = {计算机应用与软件},
volume = {36},
number = {9},
year = {2019},
pages = {146--150},
}
@article{peng_gantry_2021,
author = {彭乾伟 and 曹乐 and 万婷婷 and 王浪 and 徐施恒 and 李欣怡},
title = {拱架式贴片机贴装路径优化},
journal = {重庆大学学报},
volume = {45},
number = {9},
year = {2021},
pages = {51--60},
}
% === 生产线(中文) ===
@article{jin_printed_board_2008,
author = {靳志宏},
title = {印刷电路板组装生产线调度优化问题建模},
journal = {中国管理科学},
volume = {16},
number = {S1},
pages = {122--127},
year = {2008},
}
@article{jin_changeover_2011,
author = {靳志宏 and 陈贞 and 李向军 and 刘颖},
title = {考虑切换时间的多品种印刷电路板表面贴装生产线调度优化},
journal = {控制与决策},
volume = {26},
number = {1},
year = {2011},
pages = {10--16},
}
@article{liu_hmlv_2012,
author = {刘颖 and 靳志宏},
title = {多品种小批量生产环境下表面贴装生产线的平衡优化},
journal = {大连海事大学学报},
volume = {38},
number = {2},
year = {2012},
pages = {87--90},
}
@article{li_dna_genetic_2016,
author = {李志刚 and 吴浩},
title = {基于DNA遗传算法的表面贴装生产线负荷优化分配},
journal = {中国管理科学},
volume = {24},
number = {10},
year = {2016},
pages = {171--176},
}
@inproceedings{liu_surface_assembly_2013 ,
author={刘海明 and 袁鹏 and 罗家祥 and 胡跃明},
title = {表面组装生产线的负荷平衡优化算法研究},
booktitle = {第三十二届中国控制会议B卷},
address = {西安, 中国},
pages = {945-950},
year = {2013},
}
% === 课题相关类似研究 ===
@article{chen_cooperative_2023,
title = {Cooperative Double-Layer Genetic Programming Hyper-Heuristic for Online Container Terminal Truck Dispatching},
volume = {27},
pages = {1220--1234},
number = {5},
journal = {{IEEE} Transactions on Evolutionary Computation},
author = {Chen, Xinan and Bai, Ruibin and Qu, Rong and Dong, Haibo},
year = {2023},
}
@ARTICLE{wang_explaining_2024,
author = {Wang, Shaolin and Mei, Yi and Zhang, Mengjie},
journal = {IEEE Transactions on Evolutionary Computation},
title = {Explaining Genetic Programming-Evolved Routing Policies for Uncertain Capacitated Arc Routing Problems},
year = {2024},
volume = {28},
number = {4},
pages = {918-932},
}
@article{zhao_estimation_2023,
title = {An Estimation of Distribution Algorithm-Based Hyper-Heuristic for the Distributed Assembly Mixed No-Idle Permutation Flowshop Scheduling Problem},
volume = {53},
pages = {5626--5637},
number = {9},
journal = {{IEEE} Transactions on Systems, Man, and Cybernetics: Systems},
author = {Zhao, Fuqing and Zhu, Bo and Wang, Ling},
year = {2024},
}
@article{zhang_reinforcement_2024,
author = {Zhang, Zikai and Tang, Qiuhua and Chica, Manuel and Li, Zixiang},
journal = {IEEE Transactions on Cybernetics},
title = {Reinforcement Learning-Based Multiobjective Evolutionary Algorithm for Mixed-Model Multimanned Assembly Line Balancing Under Uncertain Demand},
year = {2024},
volume = {54},
number = {5},
pages = {2914-2927},
}
@article{wang_discrete_2022,
author = {Wang, Kaipu and Li, Xinyu and Gao, Liang and Li, Peigen and Sutherland, John W.},
journal = {IEEE Transactions on Cybernetics},
title = {A Discrete Artificial Bee Colony Algorithm for Multiobjective Disassembly Line Balancing of End-of-Life Products},
year = {2022},
volume = {52},
number = {8},
pages = {7415-7426},
}
@article{pan_knowledge_2022,
author = {Pan, Zixiao and Lei, Deming and Wang, Ling},
journal = {IEEE Transactions on Cybernetics},
title = {A Knowledge-Based Two-Population Optimization Algorithm for Distributed Energy-Efficient Parallel Machines Scheduling},
year = {2022},
volume = {52},
number = {6},
pages = {5051-5063},
}
@article{slowik_hybrid_2022,
author = {Słowik, Adam and Cpałka, Krzysztof},
journal = {IEEE Transactions on Industrial Informatics},
title = {Hybrid Approaches to Nature-Inspired Population-Based Intelligent Optimization for Industrial Applications},
year = {2022},
volume = {18},
number = {1},
pages = {546-558},
}
@article{xiao_evolutionary_2021,
author = {Xiao, Jianhua and Zhang, Tao and Du, Jingguo and Zhang, Xingyi},
journal = {IEEE Transactions on Cybernetics},
title = {An Evolutionary Multiobjective Route Grouping-Based Heuristic Algorithm for Large-Scale Capacitated Vehicle Routing Problems},
year = {2021},
volume = {51},
number = {8},
pages = {4173-4186},
}
@article{wang_clustering-based_2023,
title = {A clustering-based extended genetic algorithm for the multidepot vehicle routing problem with time windows and three-dimensional loading constraints},
journal = {Applied Soft Computing},
volume = {133},
pages = {109922},
year = {2023},
author = {Yong Wang and Yuanhan Wei and Xiuwen Wang and Zheng Wang and Haizhong Wang},
}
@article{frohner_approaching_2023,
title = {Approaching the {Traveling} {Tournament} {Problem} with {Randomized} {Beam} {Search}},
volume = {31},
number = {3},
journal = {Evolutionary Computation},
author = {Frohner, Nikolaus and Neumann, Bernhard and Pace, Giulio and Raidl, Günther R.},
year = {2023},
pages = {233--257},
}
@article{varol_neural_2024,
title = {Neural Network Estimators for Optimal Tour Lengths of Traveling Salesperson Problem Instances with Arbitrary Node Distributions},
volume = {58},
pages = {45--66},
number = {1},
journal = {Transportation Science},
author = {Varol, Taha and {\"O}zener, Okan {\"O}rsan and Albey, Erinc},
year = {2024},
}
@article{schlenkrich_solving_2023,
title = {Solving large scale industrial production scheduling problems with complex constraints: an overview of the state-of-the-art},
journal = {Procedia Computer Science},
volume = {217},
pages = {1028-1037},
year = {2023},
author = {Manuel Schlenkrich and Sophie N. Parragh},
}
@article{griffiths_comparison_2022,
author = {Griffiths, Christian Andrew and Giannetti, Cinzia and Andrzejewski, Kamil T. and Morgan, Adam},
journal = {IEEE Transactions on Industrial Informatics},
title = {Comparison of a Bat and Genetic Algorithm Generated Sequence Against Lead Through Programming When Assembling a {PCB} Using a Six-Axis Robot With Multiple Motions and Speeds},
year = {2022},
volume = {18},
number = {2},
pages = {1102-1110},
}
@article{wang_enhancing_2024,
title = {Enhancing efficiency in {PCB} assembly for the leading global electronics manufacturing services firm: a {TRIZ} and {Ant} {Colony} {Optimization} approach},
volume = {133},
number = {},
journal = {International Journal of Advanced Manufacturing Technology},
author = {Wang, Chia-Nan and Nhieu, Nhat-Luong and Viet, Tien-Anh Pham},
year = {2024},
pages = {5529--5552},
}
@article{meng_application_2023,
title = {Application of state-of-the-art multiobjective metaheuristic algorithms in reliability-based design optimization: a comparative study},
volume = {66},
number = {191},
journal = {Structural and Multidisciplinary Optimization},
author = {Meng, Zeng and YIldIz, Betül Sultan and Li, Gang and Zhong, Changting and Mirjalili, Seyedali and Yildiz, Ali Riza},
year = {2023},
pages = {1--27},
}
@inproceedings{chen_optimised_2024,
author = {Chen, Siping and Li, Debiao and Gan, Xiqin and Chiong, Raymond},
title = {An Optimised Light Gradient Boosting Machine Model for Setup Time Prediction in Electronic Production Lines},
year = {2024},
address = {New York, NY, USA},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference Companion},
pages = {647650},
location = {Melbourne, VIC, Australia},
}
@article{bazirha_novel_2023,
title = {A novel {MILP} formulation and an efficient heuristic for the vehicle routing problem with lunch break},
journal = {Annals of Operations Research},
author = {Bazirha, Mohammed},
year = {2023},
doi = {10.1007/s10479-023-05742-3},
}
@article{yao_novel_2023,
title = {A novel {MILP} model for job shop scheduling problem with mobile robots},
journal = {Robotics and Computer-Integrated Manufacturing},
volume = {81},
pages = {Article 102506},
year = {2023},
author = {You-Jie Yao and Qi-Hao Liu and Xin-Yu Li and Liang Gao},
}
@incollection{aringhieri_constructive_2023,
address = {Cham},
title = {Constructive and Destructive Methods in Heuristic Search},
booktitle = {Discrete Diversity and Dispersion Maximization: A Tutorial on Metaheuristic Optimization},
publisher = {Springer International Publishing},
author = {Aringhieri, Roberto and Cordone, Roberto and Guastalla, Alberto and Grosso, Andrea},
editor = {Mart\'{I}, Rafael and Mart\'{I}nez-Gavara, Anna},
year = {2023},
pages = {65--91},
}
@article{duan_applications_2023,
title = {The applications of hybrid approach combining exact method and evolutionary algorithm in combinatorial optimization},
volume = {10},
number = {3},
journal = {Journal of Computational Design and Engineering},
author = {Duan, Suling and Jiang, Shanlin and Dai, Huan and Wang, Luping and He, Zhenan},
year = {2023},
pages = {934--946},
}
@article{mirhosseini_fast_2023,
title = {A fast {MILP} solver for high-level synthesis based on heuristic model reduction and enhanced branch and bound algorithm},
volume = {79},
number = {11},
journal = {Journal of Supercomputing},
author = {Mirhosseini, Mina and Fazlali, Mahmood and Fallah, Mohammad K. and Lee, Jeong-A},
year = {2023},
pages = {12042--12073},
}
@article{kakkad_iterative_2024,
title = {Iterative {MILP} algorithm to find alternate solutions in linear programming models},
doi = {10.1007/s11081-024-09887-3},
journal = {Optimization and Engineering},
author = {Kakkad, Dev A. and Grossmann, Ignacio E. and Springub, Bianca and Galanopoulos, Christos and Salsano de Assis, Leonardo and Tran, Nga and Wassick, John M.},
year = {2024},
}
@article{cai_variable_2022,
title = {Variable neighborhood search for a new practical dynamic pickup and delivery problem},
journal = {Swarm and Evolutionary Computation},
volume = {75},
pages = {Article 101182},
year = {2022},
author = {Junchuang Cai and Qingling Zhu and Qiuzhen Lin},
}
@article{accorsi_fast_2021,
title = {A fast and scalable heuristic for the solution of large-scale capacitated vehicle routing problems},
author = {Luca Accorsi and Daniele Vigo},
year = {2021},
volume = {55},
pages = {832--856},
journal = {Transportation Science},
number = {4},
}
@article{gam_hybrid_2023,
title = {Hybrid Filtered Beam Search Algorithm for the Optimization of Monitoring Patrols},
volume = {107},
number = {26},
journal = {Journal of Intelligent \& Robotic Systems},
author = {Gam, Marwa and Telmoudi, Achraf Jabeur and Lefebvre, Dimitri},
year = {2023},
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