An improved co-evolutionary algorithm for green manufacturing by integration of recovery option selection and disassembly planning for end-of-life products

References

• Ali Ilgin, M., O. Ondemir, and S. M. Gupta. 2014. “An Approach to Quantify the Financial Benefit of Embedding Sensors into Products for End-of-life Management: A Case Study.” Production Planning & Control 25 (1): 26–43.
   Web of Science ®Google Scholar
• Behdad, S., M. Kwak, H. Kim, and D. Thurston. 2010. “Simultaneous Selective Disassembly and End-of-life Decision Making for Multiple Products That Share Disassembly Operations.” Journal of Mechanical Design 132 (4): 041002.10.1115/1.4001207
   Web of Science ®Google Scholar
• Bufardi, A., R. Gheorghe, D. Kiritsis, and P. Xirouchakis. 2004. “Multicriteria Decision-aid Approach for Product End-of-life Alternative Selection.” International Journal of Production Research 42 (16): 3139–3157.10.1080/00207540410001699192
   Web of Science ®Google Scholar
• Desai, A., and A. Mital. 2003. “Evaluation of Disassemblability to Enable Design for Disassembly in Mass Production.” International Journal of Industrial Ergonomics 32 (4): 265–281.10.1016/S0169-8141(03)00067-2
   Web of Science ®Google Scholar
• Dhouib, D., and S. Elloumi. 2011. “A New Multi-criteria Approach Dealing with Dependent and Heterogeneous Criteria for End-of-life Product Strategy.” Applied Mathematics and Computation 218 (5): 1668–1681.10.1016/j.amc.2011.06.046
   Web of Science ®Google Scholar
• European Union. 2003a. “Directive 2002/96/EC of the European Parliament and of the Council of 27 January 2003 on Waste of Electrical and Electronics Equipment (WEEE).” Official Journal of the European Union 13.02.2003 L37: 0024–0039.
   Google Scholar
• European Union. 2003b. Council Directive of 15 July 1975 on Waste (75/442/EEC). http://eur-lex.europa.eu/LexUriServ/LexUriServ.do?uri=CONSLEG:1975L0442:20031120:EN:PDF.
   Google Scholar
• Gerner, S., A. Kobeissi, B. David, Z. Binder, and B. Descotes-Genon. 2005. “Integrated Approach for Disassembly Processes Generation and Recycling Evaluation of an End-of-life Product.” International Journal of Production Research 43 (1): 195–222.10.1080/00207540412331270414
   Web of Science ®Google Scholar
• Gerrard, J., and M. Kandlikar. 2007. “Is European End-of-life Vehicle Legislation Living up to Expectations? Assessing the Impact of the ELV Directive on ‘Green’ Innovation and Vehicle Recovery.” Journal of Cleaner Production 15 (1): 17–27.10.1016/j.jclepro.2005.06.004
   Web of Science ®Google Scholar
• Go, T. F., D. A. Wahab, M. A. Rahman, R. Ramli, and A. Hussain. 2012. “Genetically Optimised Disassembly Sequence for Automotive Component Reuse.” Expert Systems with Applications 39 (5): 5409–5417.10.1016/j.eswa.2011.11.044
   Web of Science ®Google Scholar
• González, B., and B. Adenso-Díaz. 2005. “A Bill of Materials-based Approach for End-of-life Decision Making in Design for the Environment.” International Journal of Production Research 43 (10): 2071–2099.10.1080/00207540412331333423
   Web of Science ®Google Scholar
• Grochowski, D. E., and Y. Tang. 2009. “A Machine Learning Approach for Optimal Disassembly Planning.” International Journal of Computer Integrated Manufacturing 22 (4): 374–383.10.1080/09511920802024176
   Web of Science ®Google Scholar
• Güngör, A., and S. M. Gupta. 1999. “Issues in Environmentally Conscious Manufacturing and Product Recovery: A Survey.” Computers & Industrial Engineering 36 (4): 811–853.
   Web of Science ®Google Scholar
• Güngör, A., and S. M. Gupta. 2001. “Disassembly Sequence Plan Generation using a Branch-and-Bound Algorithm.” International Journal of Production Research 39 (3): 481–509.
   Web of Science ®Google Scholar
• Hui, W., X. Dong, and D. Guanghong. 2008. “A Genetic Algorithm for Product Disassembly Sequence Planning.” Neurocomputing 71 (13): 2720–2726.10.1016/j.neucom.2007.11.042
   Web of Science ®Google Scholar
• Hula, A., K. Jalali, K. Hamza, S. J. Skerlos, and K. Saitou. 2003. “Multi-criteria Decision-making for Optimization of Product Disassembly under Multiple Situations.” Environmental Science & Technology 37 (23): 5303–5313.
   PubMed Web of Science ®Google Scholar
• Ilgin, M. A., and S. M. Gupta. 2010. “Environmentally Conscious Manufacturing and Product Recovery (ECMPRO): A Review of the State of the Art.” Journal of Environmental Management 91 (3): 563–591.10.1016/j.jenvman.2009.09.037
   PubMed Web of Science ®Google Scholar
• Jacobs, B. W., and R. Subramanian. 2012. “Sharing Responsibility for Product Recovery Across the Supply Chain.” Production and Operations Management 21 (1): 85–100.10.1111/poms.2011.21.issue-1
   Web of Science ®Google Scholar
• Johnson, M. R., and I. P. McCarthy. 2014. “Product Recovery Decisions within the Context of Extended Producer Responsibility.” Journal of Engineering and Technology Management 34: 9–28.10.1016/j.jengtecman.2013.11.002
   Web of Science ®Google Scholar
• Jun, H. B., M. Cusin, D. Kiritsis, and P. Xirouchakis. 2007. “A Multi-objective Evolutionary Algorithm for EOL Product Recovery Optimization: Turbocharger Case Study.” International Journal of Production Research 45 (18–19): 4573–4594.10.1080/00207540701440071
   Web of Science ®Google Scholar
• Jun, H. B., J. H. Shin, Y. S. Kim, D. Kiritsis, and P. Xirouchakis. 2009. “A Framework for RFID Applications in Product Lifecycle Management.” International Journal of Computer Integrated Manufacturing 22 (7): 595–615.10.1080/09511920701501753
   Web of Science ®Google Scholar
• Kang, J. G., D. H. Lee, P. Xirouchakis, and J. G. Persson. 2001. “Parallel Disassembly Sequencing with Sequence-Dependent Operation Times.” CIRP Annals – Manufacturing Technology 50 (1): 343–346.10.1016/S0007-8506(07)62136-2
   Web of Science ®Google Scholar
• Kara, S., P. Pornprasitpol, and H. Kaebernick. 2005. “A Selective Disassembly Methodology for End-of-life Products.” Assembly Automation 25 (2): 124–134.
   Web of Science ®Google Scholar
• Kim, Y. K., K. Park, and J. Ko. 2003. “A Symbiotic Evolutionary Algorithm for the Integration of Process Planning and Job Shop Scheduling.” Computers & Operations Research 30 (8): 1151–1171.
   Web of Science ®Google Scholar
• Kim, Y. K., J. Y. Kim, and Y. Kim. 2006. “An Endosymbiotic Evolutionary Algorithm for the Integration of Balancing and Sequencing in Mixed-model U-lines.” European Journal of Operational Research 168 (3): 838–852.10.1016/j.ejor.2004.07.032
   Web of Science ®Google Scholar
• Kongar, E., and S. M. Gupta. 2006. “Disassembly Sequencing using Genetic Algorithm.” The International Journal of Advanced Manufacturing Technology 30 (5–6): 497–506.10.1007/s00170-005-0041-x
   Web of Science ®Google Scholar
• Krikke, H. R., A. van Harten, and P. C. Schuur. 1998. “On a Medium Term Product Recovery and Disposal Strategy for Durable Assembly Products.” International Journal of Production Research 36 (1): 111–140.10.1080/002075498193967
   Web of Science ®Google Scholar
• Kuo, T. C. 2006. “Enhancing Disassembly and Recycling Planning using Life-cycle Analysis.” Robotics and Computer-Integrated Manufacturing 22 (5–6): 420–428.10.1016/j.rcim.2005.11.014
   Web of Science ®Google Scholar
• Kuo, T. C. 2013. “Waste Electronics and Electrical Equipment Disassembly and Recycling using Petri Net Analysis: Considering the Economic Value and Environmental Impacts.” Computers & Industrial Engineering 65 (1): 54–64.
   Web of Science ®Google Scholar
• Lambert, A. J. D. 2006. “Exact Methods in Optimum Disassembly Sequence Search for Problems Subject to Sequence Dependent Costs.” Omega 34 (6): 538–549.10.1016/j.omega.2005.01.005
   Web of Science ®Google Scholar
• Lee, S. G., S. W. Lye, and M. K. Khoo. 2001. “A Multi-objective Methodology for Evaluating Product End-of-life Options and Disassembly.” The International Journal of Advanced Manufacturing Technology 18 (2): 148–156.10.1007/s001700170086
   Web of Science ®Google Scholar
• Lee, H. B., N. W. Cho, and Y. S. Hong. 2010. “A Hierarchical End-of-life Decision Model for Determining the Economic Levels of Remanufacturing and Disassembly under Environmental Regulations.” Journal of Cleaner Production 18 (13): 1276–1283.10.1016/j.jclepro.2010.04.010
   Web of Science ®Google Scholar
• Lee, H. M., W. F. Lu, and B. Song. 2014. “A Framework for Assessing Product End-of-life Performance: Reviewing the State of the Art and Proposing an Innovative Approach using an End-of-life Index.” Journal of Cleaner Production 66: 355–371.10.1016/j.jclepro.2013.11.001
   Web of Science ®Google Scholar
• Li, W. D., K. Xia, L. Gao, and K. M. Chao. 2013. “Selective Disassembly Planning for Waste Electrical and Electronic Equipment with Case Studies on Liquid Crystal Displays.” Robotics and Computer-Integrated Manufacturing 29 (4): 248–260.10.1016/j.rcim.2013.01.006
   Web of Science ®Google Scholar
• Liu, X., G. Peng, X. Liu, and Y. Hou. 2012. “Disassembly Sequence Planning Approach for Product Virtual Maintenance Based on Improved Max–Min Ant System.” The International Journal of Advanced Manufacturing Technology 59 (5–8): 829–839.10.1007/s00170-011-3531-z
   Web of Science ®Google Scholar
• Ma, Y. S., H. B. Jun, H. W. Kim, and D. H. Lee. 2011. “Disassembly Process Planning Algorithms for End-of-life Product Recovery and Environmentally Conscious Disposal.” International Journal of Production Research 49 (23): 7007–7027.10.1080/00207543.2010.495089
   Web of Science ®Google Scholar
• Moon, C., J. Kim, G. Choi, and Y. Seo. 2002. “An Efficient Genetic Algorithm for the Traveling Salesman Problem with Precedence Constraints.” European Journal of Operational Research 140 (3): 606–617.10.1016/S0377-2217(01)00227-2
   Web of Science ®Google Scholar
• Moore, K. E., A. Güngör, and S. M. Gupta. 2001. “Petri Net Approach to Disassembly Process Planning for Products with Complex AND/OR Precedence Relationships.” European Journal of Operational Research 135 (2): 428–449.10.1016/S0377-2217(00)00321-0
   Web of Science ®Google Scholar
• Ondemir, O., M. A. Ilgin, and S. M. Gupta. 2012. “Optimal End-of-life Management in Closed-loop Supply Chains using RFID and Sensors.” Industrial Informatics, IEEE Transactions 8 (3): 719–728.10.1109/TII.2011.2166767
   Web of Science ®Google Scholar
• Parlikad, A. K., and D. McFarlane. 2007. “RFID-based Product Information in End-of-life Decision Making.” Control Engineering Practice 15 (11): 1348–1363.10.1016/j.conengprac.2006.08.008
   Web of Science ®Google Scholar
• Rickli, J. L., and J. A. Camelio. 2013. “Multi-objective Partial Disassembly Optimization based on Sequence Feasibility.” Journal of Manufacturing Systems 32 (1): 281–293.10.1016/j.jmsy.2012.11.005
   Web of Science ®Google Scholar
• Shokohyar, S., S. Mansour, and B. Karimi. 2014. “A Model for Integrating Services and Product EOL Management in Sustainable Product Service System (S-PSS).” Journal of Intelligent Manufacturing 25 (3): 427–440.10.1007/s10845-012-0694-x
   Web of Science ®Google Scholar
• Srinivasan, H., R. Figueroa, and R. Gadh. 1999. “Selective Disassembly for Virtual Prototyping as Applied to De-Manufacturing.” Robotics and Computer-Integrated Manufacturing 15 (3): 231–245.10.1016/S0736-5845(99)00023-X
   Web of Science ®Google Scholar
• Staikos, T., and S. Rahimifard. 2007. “A Decision-making Model for Waste Management in the Footwear Industry.” International Journal of Production Research 45 (18–19): 4403–4422.10.1080/00207540701450187
   Web of Science ®Google Scholar
• Tang, Y., M. Zhou, and R. J. Caudill. 2001. “An Integrated Approach to Disassembly Planning and Demanufacturing Operation.” Robotics and Automation, IEEE Transactions on 17 (6): 773–784.10.1109/70.975899
   Google Scholar
• Um, J., J. S. Yoon, and S. H. Suh. 2008. “An Architecture Design with Data Model for Product Recovery Management Systems.” Resources, Conservation and Recycling 52 (10): 1175–1184.10.1016/j.resconrec.2008.06.001
   Web of Science ®Google Scholar
• Venkata Rao, R., and B. K. Patel. 2010. “Decision Making in the Manufacturing Environment Using an Improved PROMETHEE Method.” International Journal of Production Research 48 (16): 4665–4682.10.1080/00207540903049415
   Web of Science ®Google Scholar
• Wan, H. D., and V. Krishna Gonnuru. 2013. “Disassembly Planning and Sequencing for End-of-life Products with RFID Enriched Information.” Robotics and Computer-Integrated Manufacturing 29 (3): 112–118.10.1016/j.rcim.2012.05.001
   Web of Science ®Google Scholar
• Xanthopoulos, A., and E. Iakovou. 2009. On the Optimal Design of the Disassembly and Recovery Processes. Waste Management 29 (5), 1702–1711.10.1016/j.wasman.2008.11.009
   PubMed Web of Science ®Google Scholar
• Xing, L. N., Y. W. Chen, and K. W. Yang. 2011. “Multi-population Interactive Coevolutionary Algorithm for Flexible Job Shop Scheduling Problems.” Computational Optimization and Applications 48 (1): 139–155.10.1007/s10589-009-9244-7
   Web of Science ®Google Scholar
• Xu, X. 2012. “From Cloud Computing to Cloud Manufacturing.” Robotics and Computer-Integrated Manufacturing 28 (1): 75–86.10.1016/j.rcim.2011.07.002
   Web of Science ®Google Scholar
• Xu, D. F., Q. Li, H. B. Jun, J. Browne, Y. L. Chen, and D. Kiritsis. 2009. “Modelling for Product Information Tracking and Feedback via Wireless Technology in Closed-loop Supply Chains.” International Journal of Computer Integrated Manufacturing 22 (7): 648–670.10.1080/09511920701675755
   Web of Science ®Google Scholar
• Potter, M. A. 1997. The Design and Analysis of a Computational Model of Cooperative Coevolution ( Doctoral dissertation), George Mason University.
   Google Scholar
• Yang, X., P. Moore, and S. K. Chong. 2009. “Intelligent Products: From Lifecycle Data Acquisition to Enabling Product-related Services.” Computers in Industry 60 (3): 184–194.10.1016/j.compind.2008.12.009
   Web of Science ®Google Scholar
• Yeh, W. C. 2012a. “Optimization of the Disassembly Sequencing Problem on the Basis of Self-adaptive Simplified Swarm Optimization.” Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactions 42 (1): 250–261.10.1109/TSMCA.2011.2157135
   Web of Science ®Google Scholar
• Yeh, W. C. 2012b. “Simplified Swarm Optimization in Disassembly Sequencing Problems with Learning Effects.” Computers & Operations Research 39 (9): 2168–2177.
   Web of Science ®Google Scholar
• Ziout, A., A. Azab, and M. Atwan. 2014. “A Holistic Approach for Decision on Selection Of End-of-life Products Recovery Options.” Journal of Cleaner Production 65: 497–516.10.1016/j.jclepro.2013.10.001
   Web of Science ®Google Scholar
• Zuidwijk, R., and H. Krikke. 2008. “Strategic Response to EEE returns: Product Eco-design or New Recovery Processes?” European Journal of Operational Research 191 (3): 1206–1222.10.1016/j.ejor.2007.08.004
   Web of Science ®Google Scholar
• Zussman, E., and M. Zhou. 1999. “A Methodology for Modeling and Adaptive Planning of Disassembly Processes.” Robotics and Automation, IEEE Transactions 15 (1): 190–194.10.1109/70.744614
   Google Scholar