Stochastic multi-objective integrated disassembly-reprocessing-reassembly scheduling via fruit fly optimization algorithm

Yaping Fu; MengChu Zhou; Xiwang Guo; Liang Qi

doi:10.1016/j.jclepro.2020.123364

journal article Jan 01, 2021

Stochastic multi-objective integrated disassembly-reprocessing-reassembly scheduling via fruit fly optimization algorithm

Yaping Fu MengChu Zhou

Xiwang Guo

Liang Qi

Journal of Cleaner Production Vol. 278 pp. 123364 · Elsevier BV

View at Publisher Save 10.1016/j.jclepro.2020.123364

Topics

No keywords indexed for this article. Browse by subject →

References

76

[1]

Blazewicz (2019)

[2]

Chen "A novel evolutionary algorithm for dynamic constrained multiobjective optimization problems" IEEE Trans. Evol. Comput. (2019)

[3]

A fast and elitist multiobjective genetic algorithm: NSGA-II

K. Deb, A. Pratap, S. Agarwal et al.

IEEE Transactions on Evolutionary Computation 2002 10.1109/4235.996017

[4]

Ding "Generalized multi-tasking for evolutionary optimization of expensive problems" IEEE Trans. Evol. Comput. (2019) 10.1109/tevc.2017.2785351

[5]

Ding "Dynamic evolutionary multiobjective optimization for raw ore allocation in mineral processing" IEEE Trans. Emerg. Top. Comput. Intell. (2019)

[6]

Fu "A decomposition based multiobjective genetic algorithm with adaptive multipopulation strategy for flowshop scheduling problem" Nat. Comput. (2017)

[7]

Fu "Two-objective stochastic flow-shop scheduling with deteriorating and learning effect in Industry 4.0-based manufacturing system" Appl. Soft Comput. (2018) 10.1016/j.asoc.2017.12.009

[8]

Fu "Stochastic multi-objective modelling and optimization of an energy-conscious distributed permutation flow shop scheduling problem with the total tardiness constraint" J. Clean. Prod. (2019) 10.1016/j.jclepro.2019.04.046

[9]

Fu "Scheduling dual-objective stochastic hybrid flow shop with deteriorating jobs via bi-population evolutionary algorithm" IEEE Trans. Syst., Man, Cyber. Syst. (2019)

[10]

Fu "Two-agent stochastic flow shop deteriorating scheduling via a hybrid multi-objective evolutionary algorithm" J. Intell. Manuf. (2019) 10.1007/s10845-017-1385-4

[11]

Fu "Facility location and capacity planning considering policy preference and uncertain demand under the One Belt One Road initiative" Transp. Res. A. Pol. (2020)

[12]

Gao "Discrete harmony search algorithm for scheduling and rescheduling the reprocessing problems in remanufacturing: a case study" Eng. Optim. (2018) 10.1080/0305215x.2017.1391240

[13]

Gao "A review on swarm intelligence and evolutionary algorithms for solving flexible job shop scheduling problems" IEEE/CAA J. Autom. Sin. (2019)

[14]

Gao "Flexible job shop rescheduling for new job insertion by using discrete Jaya algorithm" IEEE Trans. Cybern. (2019) 10.1109/tcyb.2018.2817240

[15]

Gao "Dendritic neuron model with effective learning algorithms for classification, approximation and prediction" EEE Trans. Neural Netw. Learn. Syst. (2019) 10.1109/tnnls.2018.2846646

[16]

Gong "A novel hybrid multi-objective artificial bee colony algorithm for blocking lot-streaming flow shop scheduling problems" Knowl.-Based Syst. (2018) 10.1016/j.knosys.2018.02.029

[17]

Guide, JR. V. D. R., Scheduling using drum-buffer-rope in a remanufacturing environment. Int. J. Prod. Res. 34(4), 1081-1091. 10.1080/00207549608904951

[18]

Guide "A simulation model of drum-buffer-rope for production planning and control at a naval aviation depot" Simulation (1995) 10.1177/003754979506500302

[19]

Guo "Disassembly sequence optimization for large-scale products with multiresource constraints using scatter search and Petri nets" IEEE Trans. Cybern. (2016) 10.1109/tcyb.2015.2478486

[20]

Guo "Lexicographic multiobjective scatter search for the optimization of sequence-dependent selective disassembly subject to multiresource constraints" IEEE Trans. Cyber. (2019)

[21]

Gupta "Scheduling disassembly" Int. J. Prod. Res. (1994) 10.1080/00207549408957046

[22]

Han "Multi-objective migrating birds optimization algorithm for stochastic lot-streaming flow shop scheduling with blocking" IEEE Access (2018) 10.1109/access.2018.2889373

[23]

Hou "Pareto-optimization for scheduling of crude oil operations in refinery via genetic algorithm" IEEE Trans. Syst., Man, Cybern., Syst. (2017) 10.1109/tsmc.2015.2507161

[24]

Jiang "A hybrid approach of rough set and case-based reasoning to remanufacturing process planning" J. Intell. Manuf. (2019) 10.1007/s10845-016-1231-0

[25]

Kalayci "A hybrid genetic algorithm for sequence-dependent disassembly line balancing problem" Ann. Oper. Res. (2016) 10.1007/s10479-014-1641-3

[26]

Kang "Dynamic disassembly planning for remanufacturing of multiple types of products" Int. J. Prod. Res. (2012) 10.1080/00207543.2011.616231

[27]

Kerin "A review of emerging industry 4.0 technologies in remanufacturing" J. Clean. Prod. (2019) 10.1016/j.jclepro.2019.117805

[28]

Kim "Scheduling algorithms for remanufacturing systems with parallel flow-shop-type reprocessing lines" Int. J. Prod. Res. (2015) 10.1080/00207543.2014.962112

[29]

Kim "Iterated greedy algorithms to minimize the total family flow time for job-shop scheduling with job families and sequence-dependent set-ups" Eng. Optim. (2016)

[30]

Kim "Priority scheduling to minimize the total tardiness for remanufacturing systems with flow-shop-type reprocessing lines" Int. J. Adv. Manuf. Technol. (2017) 10.1007/s00170-017-0057-z

[31]

Kizilkaya "Material flow control and scheduling in a disassembly environment" Comput. Ind. Eng. (1998) 10.1016/s0360-8352(98)00028-x

[32]

Remanufacturing challenges and possible lean improvements

Jelena Kurilova-Palisaitiene, Erik Sundin, Bonnie Poksinska

Journal of Cleaner Production 2018 10.1016/j.jclepro.2017.11.023

[33]

Law (2000)

[34]

Li "Efficient multi-objective optimization algorithm for hybrid flow shop scheduling problems with setup energy consumptions" J. Clean. Prod. (2018) 10.1016/j.jclepro.2018.02.004

[35]

Lin "Minimizing makespan and total flowtime in permutation flowshops by a bi-objective multi-start simulated-annealing algorithm" Comput. Oper. Res. (2013) 10.1016/j.cor.2011.08.009

[36]

Liu "Capacitated disassembly scheduling under stochastic yield and demand" Eur. J. Oper. Res. (2018) 10.1016/j.ejor.2017.08.032

[37]

Liu "A hybrid fruit fly algorithm for solving flexible job-shop scheduling to reduce manufacturing carbon footprint" J. Clean. Prod. (2017) 10.1016/j.jclepro.2017.09.037

[38]

Lu "Energy-efficient permutation flow shop scheduling problem using a hybrid multi-objective backtracking search algorithm" J. Clean. Prod. (2017) 10.1016/j.jclepro.2017.01.011

[39]

Montgomery (2005)

[40]

Mousavi "A tuned hybrid intelligent fruit fly optimization algorithm for fuzzy rule generation and classification" Neural Comput. Appl. (2019) 10.1007/s00521-017-3115-4

[41]

Özceylan "Disassembly line balancing problem: a review of the state of the art and future directions" Int. J. Prod. Res. (2019) 10.1080/00207543.2018.1428775

[42]

Pan "A new evolutionary computation approach: fruit fly optimization algorithm" (2011)

[43]

Pan "A new fruit fly optimization algorithm: taking the financial distress model as an example" Knowl.-Based Syst. (2012) 10.1016/j.knosys.2011.07.001

[44]

Pistolesi "TeMA: a Tensorial memetic algorithm for many-objective parallel disassembly sequence planning in product refurbishment" IEEE Trans. Ind. Inf. (2019) 10.1109/tii.2019.2904631

[45]

Pistolesi "EMOGA: a hybrid genetic algorithm with extremal optimization core for multiobjective disassembly line balancing" IEEE Trans. Ind. Inf. (2018) 10.1109/tii.2017.2778223

[46]

Sitcharangsie "Decision makings in key remanufacturing activities to optimise remanufacturing outcomes: a review" J. Clean. Prod. (2019) 10.1016/j.jclepro.2019.05.204

[47]

Soroush "Single-machine scheduling with inserted idle time to minimise a weighted quadratic function of job lateness" Eur. J. Ind. Eng. (2010) 10.1504/ejie.2010.031075

[48]

Tan "A hybrid MIP-CP approach to multistage scheduling problem in continuous casting and hot-rolling processes" IEEE Trans. Autom. Sci. Eng. (2019) 10.1109/tase.2019.2894093

[49]

Tang "Economic lot scheduling problem with returns" Prod. Oper. Manag. (2006) 10.1111/j.1937-5956.2006.tb00158.x

[50]

Tian "A novel improved fruit fly optimization algorithm for aerodynamic shape design optimization" Knowl.-Based Syst. (2019) 10.1016/j.knosys.2019.05.005

Showing 50 of 76 references

Cited By

83

Remanufacturing scheduling under uncertainty considering remanufacturability assessment with adaptive hybrid optimization algorithm

Qinyu Jin, Jifeng Xu · 2025

Swarm and Evolutionary Computation

Lot-streaming in energy-efficient three-stage remanufacturing system scheduling problem with inequal and consistent sublots

Wenjie Wang, Gang Yuan · 2024

Computers & Electrical Engineer...

A multi-objective integrated scheduling of remanufacturing system considering time window constrained outsourcing option

Jun Guo, Weipeng Guo · 2024

Journal of Cleaner Production

Energy-aware remanufacturing process planning and scheduling problem using reinforcement learning-based particle swarm optimization algorithm

Jun Wang, Handong Zheng · 2024

Journal of Cleaner Production

Multi-objective optimization of energy-efficient remanufacturing system scheduling problem with lot-streaming production mode

Guangdong Tian, Wenjie Wang · 2024

Expert Systems with Applications

Applications of artificial intelligence in closed-loop supply chains: Systematic literature review and future research agenda

Sourabh Bhattacharya, Kannan Govindan · 2024

Transportation Research Part E: Log...

A new uncertain remanufacturing scheduling model with rework risk using hybrid optimization algorithm

Wenyu Zhang, Jun Wang · 2023

Environmental Science and Pollution...

Integrated scheduling for remanufacturing system considering component commonality using improved multi-objective genetic algorithm

Jun Guo, Junfeng Zou · 2023

Computers & Industrial Engineer...

An energy-efficient multi-objective integrated process planning and scheduling for a flexible job-shop-type remanufacturing system

Wenkang Zhang, Yufan Zheng · 2023

Advanced Engineering Informatics

Scenario-Based Robust Remanufacturing Scheduling Problem Using Improved Biogeography-Based Optimization Algorithm

Wenyu Zhang, Jiaxuan Shi · 2023

IEEE Transactions on Systems, Man,...

The integrated process planning and scheduling of flexible job-shop-type remanufacturing systems using improved artificial bee colony algorithm

Wenkang Zhang, Yufan Zheng · 2022

Journal of Intelligent Manufacturin...

Metrics

83

Citations

76

References

Details

Published: Jan 01, 2021
Vol/Issue: 278
Pages: 123364
License: View

Authors

Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, NJ, USA

X

Xiwang Guo

Computer and Communication Engineering College, Liaoning Petrochemical University, Fushun, China

L

Liang Qi

Funding

National Natural Science Foundation of China Award: 61703220

China Postdoctoral Science Foundation Award: 2019T120569

Liaoning Province Dr. Research Foundation of China Award: 20170520135

Liaoning Province Department of Education Foundation of China Award: L2019027

Outstanding Youth Innovation Team Project of Colleges and Universities of China Award: 2020RWG011

Cite This Article

Yaping Fu, MengChu Zhou, Xiwang Guo, et al. (2021). Stochastic multi-objective integrated disassembly-reprocessing-reassembly scheduling via fruit fly optimization algorithm. Journal of Cleaner Production, 278, 123364. https://doi.org/10.1016/j.jclepro.2020.123364

Stochastic multi-objective integrated disassembly-reprocessing-reassembly scheduling via fruit fly optimization algorithm

You May Also Like