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Production Planning & Control
The Management of Operations
Volume 1, 1990 - Issue 4
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Invited paper

Economic manufacturing quantities under conditions of learning and forgetting (EMQ/LaF)

SALAH E. ELM'AGHRABY Operations Research, North Carolina State University, Box 7913, Raleigh, NC, 27695-7913, USA.View further author information
Pages 196-208 | Published online: 03 Apr 2007

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Frederik Ferid Ostermeier. (2020) The impact of human consideration, schedule types and product mix on scheduling objectives for unpaced mixed-model assembly lines. International Journal of Production Research 58:14, pages 4386-4405.
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B. C. Giri & M. Masanta. (2020) Developing a closed-loop supply chain model with price and quality dependent demand and learning in production in a stochastic environment. International Journal of Systems Science: Operations & Logistics 7:2, pages 147-163.
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Deng-Maw Tsai. (2012) Optimal ordering and production policy for a recoverable item inventory system with learning effect. International Journal of Systems Science 43:2, pages 349-367.
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Articles from other publishers (50)

José Ângelo Ferreira, Edson Luiz Valmorbida, Bruno Goulart Sato, Bruno Pontes Fuentes & Renan Botti. (2023) Forgetting curve models: A systematic review aimed at consolidating the main models and outlining possibilities for future research in production. Expert Systems.
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Frederik Ferid Ostermeier & Jochen Deuse. (2023) Modelling forgetting due to intermittent production in mixed-model line scheduling. Flexible Services and Manufacturing Journal.
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Vandana, Shiv Raj Singh, Mitali Sarkar & Biswajit Sarkar. (2023) Effect of Learning and Forgetting on Inventory Model under Carbon Emission and Agile Manufacturing. Mathematics 11:2, pages 368.
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Eryk Szwarc, Paulina Golińska-Dawson, Grzegorz Bocewicz & Zbigniew Banaszak. 2023. Distributed Computing and Artificial Intelligence, Special Sessions I, 20th International Conference. Distributed Computing and Artificial Intelligence, Special Sessions I, 20th International Conference 13 23 .
Michał Podolski, Jerzy Rosłon & Bartłomiej Sroka. (2022) The Impact of the Learning and Forgetting Effect on the Cost of a Multi-Unit Construction Project with the Use of the Simulated Annealing Algorithm. Applied Sciences 12:24, pages 12667.
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M.Y. Jaber, J. Peltokorpi & T.L. Smunt. (2022) The lot size problem and the learning curve: A review of mathematical modeling (1950’s -2020). Applied Mathematical Modelling 105, pages 832-859.
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Jaakko Peltokorpi & Mohamad Y. Jaber. (2022) Interference-adjusted power learning curve model with forgetting. International Journal of Industrial Ergonomics 88, pages 103257.
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Steven Hoedt, Arno Claeys, El-Houssaine Aghezzaf & Johannes Cottyn. (2020) Real Time Implementation of Learning-Forgetting Models for Cycle Time Predictions of Manual Assembly Tasks after a Break. Sustainability 12:14, pages 5543.
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Anindita Mukherjee, Oshmita Dey & B. C. Giri. (2019) An integrated vendor–buyer model with stochastic demand, lot-size dependent lead-time and learning in production. Journal of Industrial Engineering International 15:S1, pages 165-178.
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Walid W. Nasr & Mohamad Y. Jaber. (2019) Supplier development in a two-level lot sizing problem with non-conforming items and learning. International Journal of Production Economics 216, pages 349-363.
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Christoph H. Glock, Eric H. Grosse, Mohamad Y. Jaber & Timothy L. Smunt. (2019) Applications of learning curves in production and operations management: A systematic literature review. Computers & Industrial Engineering 131, pages 422-441.
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Kaiming Bi, Yuyang Chen, Songnian Zhao, David Ben-Arieh & Chih-Hang (John) Wu. (2019) Modeling learning and forgetting processes with the corresponding impacts on human behaviors in infectious disease epidemics. Computers & Industrial Engineering 129, pages 563-577.
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Sławomir Biruk & Lukasz Rzepecki. (2019) Scheduling Repetitive Construction Processes Using the Learning-Forgetting Theory. IOP Conference Series: Materials Science and Engineering 471, pages 112039.
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Binzi Xu, Yan Wang & Zhicheng Ji. (2018) Application of Improved Memorizing-Forgetting Model in Knowledge Management. Application of Improved Memorizing-Forgetting Model in Knowledge Management.
Tamás Koltai & Noémi Kalló. (2017) Analysis of the effect of learning on the throughput-time in simple assembly lines. Computers & Industrial Engineering 111, pages 507-515.
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Sunantha Teyarachakul, Suresh Chand & Michal Tzur. (2016) Lot sizing with learning and forgetting in setups: Analytical results and insights. Naval Research Logistics (NRL) 63:2, pages 93-108.
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Sunantha Teyarachakul, Doğan Çömez & Hakan Tarakci. (2014) Steady-state skill levels of workers in learning and forgetting environments: A dynamical system analysis. European Journal of Operational Research 232:1, pages 9-21.
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Adedeji BadiruMohamad Jaber. 2013. Handbook of Industrial and Systems Engineering, Second Edition. Handbook of Industrial and Systems Engineering, Second Edition 535 566 .
Christoph H. Glock & Mohamad Y. Jaber. (2013) Learning effects and the phenomenon of moving bottlenecks in a two-stage production system. Applied Mathematical Modelling 37:18-19, pages 8617-8628.
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M.Y. Jaber, Z.S. Givi & W.P. Neumann. (2013) Incorporating human fatigue and recovery into the learning–forgetting process. Applied Mathematical Modelling 37:12-13, pages 7287-7299.
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Sven Axsäter. (2013) Initiation of an inventory control system when the demand starts at a given time. International Journal of Production Economics 143:2, pages 553-556.
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Savita Pathak, Samarjit Kar & Seema Sarkar. (2012) Fuzzy production inventory model for deteriorating items with shortages under the effect of time dependent learning and forgetting: a possibility / necessity approach. OPSEARCH 50:2, pages 149-181.
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Sverker Sikström & Mohamad Y. Jaber. (2012) The Depletion–Power–Integration–Latency (DPIL) model of spaced and massed repetition. Computers & Industrial Engineering 63:1, pages 323-337.
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Sven Axsäter. (2011) Batch quantities when forecasts are improving. International Journal of Production Economics 133:1, pages 212-215.
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Sunantha Teyarachakul. 2011. Learning Curves. Learning Curves 309 332 .
Christoph Glock. 2011. Learning Curves. Learning Curves 293 308 .
Mohamad Jaber & Maurice Bonney. 2011. Learning Curves. Learning Curves 265 291 .
Ramsey F. Hamade, Mohamad Y. Jaber & Sverker Sikström. (2009) Analyzing CAD competence with univariate and multivariate learning curve models. Computers & Industrial Engineering 56:4, pages 1510-1518.
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Sunantha Teyarachakul, Suresh Chand & James Ward. (2008) Batch sizing under learning and forgetting: Steady state characteristics for the constant demand case. Operations Research Letters 36:5, pages 589-593.
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Adel. A. Alamri & Zaid T. Balkhi. (2007) The effects of learning and forgetting on the optimal production lot size for deteriorating items with time varying demand and deterioration rates. International Journal of Production Economics 107:1, pages 125-138.
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Hongsheng Zhong, Randolph W. Hall & Maged Dessouky. (2007) Territory Planning and Vehicle Dispatching with Driver Learning. Transportation Science 41:1, pages 74-89.
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Mohamad Jaber. 2005. Handbook of Industrial and Systems Engineering. Handbook of Industrial and Systems Engineering 30-1 30-27 .
Huan Neng Chiu & Hsin Min Chen. (2005) An optimal algorithm for solving the dynamic lot-sizing model with learning and forgetting in setups and production. International Journal of Production Economics 95:2, pages 179-193.
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Mohamad Y. Jaber & Sverker Sikström. (2004) A numerical comparison of three potential learning and forgetting models. International Journal of Production Economics 92:3, pages 281-294.
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Mohamad Y Jaber & Alfred L Guiffrida. (2004) Learning curves for processes generating defects requiring reworks. European Journal of Operational Research 159:3, pages 663-672.
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Mohamad Y. Jaber & Hemant V. Kher. (2004) Variant versus invariant time to total forgetting: the learn–forget curve model revisited. Computers & Industrial Engineering 46:4, pages 697-705.
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M.Y. Jaber & S. Sikstrom. (2004) A Note on “An Empirical Comparison of Forgetting Models”. IEEE Transactions on Engineering Management 51:2, pages 233-234.
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Zaid T. Balkhi. (2003) The effects of learning on the optimal production lot size for deteriorating and partially backordered items with time varying demand and deterioration rates. Applied Mathematical Modelling 27:10, pages 763-779.
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Mohamad Y. Jaber, Hemant V. Kher & Darwin J. Davis. (2003) Countering forgetting through training and deployment. International Journal of Production Economics 85:1, pages 33-46.
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Mohamad Y. Jaber & Maurice Bonney. (2003) Lot sizing with learning and forgetting in set-ups and in product quality. International Journal of Production Economics 83:1, pages 95-111.
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M.Y. Jaber & H.V. Kher. (2002) The dual-phase learning–forgetting model. International Journal of Production Economics 76:3, pages 229-242.
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Sverker Sikström & Mohamad Y. Jaber. (2002) The power integration diffusion model for production breaks.. Journal of Experimental Psychology: Applied 8:2, pages 118-126.
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Mohamad Y. Jaber & Maurice Bonney. (2001) Economic lot sizing with learning and continuous time discounting: Is it significant?. International Journal of Production Economics 71:1-3, pages 135-143.
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D.A. Nembhard & N. Osothsilp. (2001) An empirical comparison of forgetting models. IEEE Transactions on Engineering Management 48:3, pages 283-291.
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Mohamad Y. Jaber & Maurice Bonney. (1999) The economic manufacture/order quantity (EMQ/EOQ) and the learning curve: Past, present, and future. International Journal of Production Economics 59:1-3, pages 93-102.
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Mohamad Y. Jaber & Maurice Bonney. (1997) A comparative study of learning curves with forgetting. Applied Mathematical Modelling 21:8, pages 523-531.
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Moueen K. Salameh & Mohamad Y. Jaber. (1997) Optimal lot sizing with regular maintenance interruptions. Applied Mathematical Modelling 21:2, pages 85-90.
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Avraham Shtub, Larry J. LeBlanc & Ziyong Cai. (1996) Scheduling programs with repetitive projects: A comparison of a simulated annealing, a genetic and a pair-wise swap algorithm. European Journal of Operational Research 88:1, pages 124-138.
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Avraham Shtub, Nissan Levin & Shlomo Globerson. (2007) Learning and forgetting industrial skills: An experimental model. International Journal of Human Factors in Manufacturing 3:3, pages 293-305.
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AMIYA K. CHAKRAVARTY & AVRAHAM SHTUB. (2009) THE EFFECT OF LEARNING ON THE OPERATION OF MIXED‐MODEL ASSEMBLY LINES. Production and Operations Management 1:2, pages 198-211.
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