International Journal of Production Research, Volume 58, Issue 9 (2020)

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International Journal of Production Research, Volume 58, Issue 9 (2020)

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Articles

Article
Automatic design of scheduling policies for dynamic flexible job shop scheduling via surrogate-assisted cooperative co-evolution genetic programming
Yong Zhou, Jian-jun Yang & Zhuang Huang
Pages: 2561-2580
Published online: 27 May 2019
AbstractforAutomatic design of scheduling policies for dynamic flexible job shop scheduling via surrogate-assisted cooperative co-evolution genetic programming | Full Text | References | PDF (1.4 MB) | EPUB
  • 1120 Views
  • 54 CrossRef citations
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Article
A practical assessment of risk-averse approaches in production lot-sizing problems
Douglas Alem, Fabricio Oliveira & Miguel Carrión Ruiz Peinado
Pages: 2581-2603
Published online: 28 May 2019
AbstractforA practical assessment of risk-averse approaches in production lot-sizing problems | Full Text | References | PDF (1.6 MB) | EPUB
  • 426 Views
  • 8 CrossRef citations
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Article
Hybrid algorithm based on improved extended shifting bottleneck procedure and GA for assembly job shop scheduling problem
Fei Shi, Shikui Zhao & Yue Meng
Pages: 2604-2625
Published online: 30 May 2019
AbstractforHybrid algorithm based on improved extended shifting bottleneck procedure and GA for assembly job shop scheduling problem | Full Text | References | PDF (2.1 MB) | EPUB | Supplemental
  • 796 Views
  • 30 CrossRef citations
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Article
Hybrid simulated annealing and reduced variable neighbourhood search for an aircraft scheduling and parking problem
Shuang Zheng, Zhen Yang, Zhengwen He, Nengmin Wang, Chengbin Chu & Haiyang Yu
Pages: 2626-2646
Published online: 17 Jun 2019
AbstractforHybrid simulated annealing and reduced variable neighbourhood search for an aircraft scheduling and parking problem | Full Text | References | PDF (1 MB) | EPUB
  • 738 Views
  • 17 CrossRef citations
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Article
Scheduling the operations of a double-load crane in slab yards
Guodong Zhao, Jiyin Liu & Yun Dong
Pages: 2647-2657
Published online: 25 Jun 2019
AbstractforScheduling the operations of a double-load crane in slab yards | Full Text | References | PDF (519.5 KB) | EPUB
  • 359 Views
  • 4 CrossRef citations
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Article
Optimisation of the aggregation and execution rates for intersecting operation sets: an example of machining process design
Alexandre Dolgui, Genrikh Levin & Boris Rozin
Pages: 2658-2676
Published online: 25 Jun 2019
AbstractforOptimisation of the aggregation and execution rates for intersecting operation sets: an example of machining process design | Full Text | References | PDF (621.9 KB) | EPUB
  • 150 Views
  • 15 CrossRef citations
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Article
Multi-product continuous plant scheduling: combination of decomposition, genetic algorithm, and constructive heuristic
Pavel Borisovsky, Anton Eremeev & Josef Kallrath
Pages: 2677-2695
Published online: 24 Jun 2019
AbstractforMulti-product continuous plant scheduling: combination of decomposition, genetic algorithm, and constructive heuristic | Full Text | References | PDF (961 KB) | EPUB
  • 522 Views
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Article
Large neighbourhood search based on mixed integer programming and ant colony optimisation for car sequencing
Dhananjay Thiruvady, Kerri Morgan, Amiza Amir & Andreas T. Ernst
Pages: 2696-2711
Published online: 24 Jun 2019
AbstractforLarge neighbourhood search based on mixed integer programming and ant colony optimisation for car sequencing | Full Text | References | PDF (376 KB) | EPUB
  • 332 Views
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Article
The constrained two-dimensional guillotine cutting problem with defects: an ILP formulation, a Benders decomposition and a CP-based algorithm
Mateus Martin, Pedro H.D.B. Hokama, Reinaldo Morabito & Pedro Munari
Pages: 2712-2729
Published online: 20 Jun 2019
AbstractforThe constrained two-dimensional guillotine cutting problem with defects: an ILP formulation, a Benders decomposition and a CP-based algorithm | Full Text | References | PDF (1.3 MB) | EPUB
  • 559 Views
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Special issue: Artificial Intelligence in Manufacturing and Logistics Systems: Algorithms, Applications, and Case Studies

Editorial
Artificial intelligence in manufacturing and logistics systems: algorithms, applications, and case studies
Chen-Fu Chien, Stéphane Dauzère-Pérès, Woonghee Tim Huh, Young Jae Jang & James R. Morrison
Pages: 2730-2731
Published online: 27 Apr 2020
CitationforArtificial intelligence in manufacturing and logistics systems: algorithms, applications, and case studies | Full Text | PDF (163 KB) | EPUB
  • 23586 Views
  • 50 CrossRef citations
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Free Access
Article
Reliability analysis of chatter stability for milling process system with uncertainties based on neural network and fourth moment method
Congying Deng, Jianguo Miao, Ying Ma, Bo Wei & Yi Feng
Pages: 2732-2750
Published online: 04 Jul 2019
AbstractforReliability analysis of chatter stability for milling process system with uncertainties based on neural network and fourth moment method | Full Text | References | PDF (2.7 MB) | EPUB
  • 503 Views
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Article
Big data driven jobs remaining time prediction in discrete manufacturing system: a deep learning-based approach
Weiguang Fang, Yu Guo, Wenhe Liao, Karthik Ramani & Shaohua Huang
Pages: 2751-2766
Published online: 12 Apr 2019
AbstractforBig data driven jobs remaining time prediction in discrete manufacturing system: a deep learning-based approach | Full Text | References | PDF (2.7 MB) | EPUB
  • 1805 Views
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Article
Bi-objective mathematical model and improved algorithm for optimisation of welding shop scheduling problem
Yunqing Rao, Ronghua Meng, Jing Zha & Xiaofei Xu
Pages: 2767-2783
Published online: 23 Aug 2019
AbstractforBi-objective mathematical model and improved algorithm for optimisation of welding shop scheduling problem | Full Text | References | PDF (1.2 MB) | EPUB
  • 458 Views
  • 12 CrossRef citations
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Article
Deep reinforcement learning for selecting demand forecast models to empower Industry 3.5 and an empirical study for a semiconductor component distributor
Chen-Fu Chien, Yun-Siang Lin & Sheng-Kai Lin
Pages: 2784-2804
Published online: 03 Mar 2020
AbstractforDeep reinforcement learning for selecting demand forecast models to empower Industry 3.5 and an empirical study for a semiconductor component distributor | Full Text | References | PDF (1.6 MB) | EPUB
  • 4359 Views
  • 75 CrossRef citations
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Article
A generalised uncertain decision tree for defect classification of multiple wafer maps
Byunghoon Kim, Young-Seon Jeong, Seung Hoon Tong & Myong K. Jeong
Pages: 2805-2821
Published online: 10 Jul 2019
AbstractforA generalised uncertain decision tree for defect classification of multiple wafer maps | Full Text | References | PDF (2.4 MB) | EPUB
  • 633 Views
  • 19 CrossRef citations
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Article
A deep learning approach for the dynamic dispatching of unreliable machines in re-entrant production systems
Cheng-Hung Wu, Fang-Yi Zhou, Chi-Kang Tsai, Cheng-Juei Yu & Stéphane Dauzère-Pérès
Pages: 2822-2840
Published online: 24 Feb 2020
AbstractforA deep learning approach for the dynamic dispatching of unreliable machines in re-entrant production systems | Full Text | References | PDF (2.6 MB) | EPUB
  • 1032 Views
  • 23 CrossRef citations
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Article
Cyber-based design for additive manufacturing using artificial neural networks for Industry 4.0
Hietam Elhoone, Tianyang Zhang, Mohd Anwar & Salil Desai
Pages: 2841-2861
Published online: 05 Oct 2019
AbstractforCyber-based design for additive manufacturing using artificial neural networks for Industry 4.0 | Full Text | References | PDF (2.8 MB) | EPUB
  • 1700 Views
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Article
Detection of interferences in an additive manufacturing process: an experimental study integrating methods of feature selection and machine learning
Darko Stanisavljevic, David Cemernek, Heimo Gursch, Günter Urak & Gernot Lechner
Pages: 2862-2884
Published online: 27 Nov 2019
AbstractforDetection of interferences in an additive manufacturing process: an experimental study integrating methods of feature selection and machine learning | Full Text | References | PDF (3.1 MB) | EPUB
  • 792 Views
  • 19 CrossRef citations
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Article
Fuzzy belief propagation in constrained Bayesian networks with application to maintenance decisions
Ke Wang, Yan Yang, Jian Zhou & Mark Goh
Pages: 2885-2903
Published online: 22 Jan 2020
AbstractforFuzzy belief propagation in constrained Bayesian networks with application to maintenance decisions | Full Text | References | PDF (1.2 MB) | EPUB
  • 434 Views
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