A Novel Cell Layout Problem with Reliability and Stochastic Failures

<!DOCTYPE html>    <html>  <head> <meta charset="utf-8" /> <title>A Novel Cell Layout Problem with Reliability and Stochastic Failures</title>  <link rel="shortcut icon" type="image/ico" href="./data/ijsom/coversheet/favicon.ico" />  <meta name="viewport" content="width=device-width, maximum-scale=1, initial-scale=1, user-scalable=0" />   <meta name="keywords" content="Cellular manufacturing system,Cell formation,Cell layout,Machine Reliability" /> <meta name="description" content="The facility layout design and Cell Formation (CF) problems are the important sectors in designing a cellular manufacturing system (CMS). These problems are interrelated and simultaneous consideration of them is essential for a successful design of CMS. In this paper, a new non-linear mixed integer programming model is presented to solve the integrated cell formation and inter/intra cell layouts in continuous space. The proposed approach incorporated machine reliability with a stochastic time between failures. Some important factors such as stochastic process time, part demand, cell size, variable process routing, and both inter-cell and intra-cell layout are considered in proposed model. The objective is to minimize the total inter/intra cell transportation cost and total breakdown cost. The proposed model is then linearized to reduce computation time and an exact solver by using GAMS is proposed to tackle the computational complexity of the developed model. Results indicate the efficiency and the application of proposed model in the area of CMS conceptually" /> <meta name="title" content="A Novel Cell Layout Problem with Reliability and Stochastic Failures" /> <meta name="googlebot" content="NOODP" /> <meta name="citation_title" content="A Novel Cell Layout Problem with Reliability and Stochastic Failures" /> <meta name="citation_author" content="Golmohammadi, Amir-Mohammad" /> <meta name="citation_author_institution" content="Department of Industrial Engineering, Arak University, Arak, Iran" /> <meta name="citation_author" content="Honarvar, Mahboobeh" /> <meta name="citation_author_institution" content="Department of Industrial Engineering, Yazd University, Yazd, Iran" /> <meta name="citation_author" content="Tavakkoli_Moghaddam, Reza" /> <meta name="citation_author_institution" content="School of Industrial Engineering, College of Engineering, University of Tehran, Tehran, Iran." /> <meta name="citation_author" content="Hosseini-Nasab, Hasan" /> <meta name="citation_author_institution" content="Department of Industrial Engineering, Yazd University, Yazd, Iran" /> <meta name="citation_abstract" content="The facility layout design and Cell Formation (CF) problems are the important sectors in designing a cellular manufacturing system (CMS). These problems are interrelated and simultaneous consideration of them is essential for a successful design of CMS. In this paper, a new non-linear mixed integer programming model is presented to solve the integrated cell formation and inter/intra cell layouts in continuous space. The proposed approach incorporated machine reliability with a stochastic time between failures. Some important factors such as stochastic process time, part demand, cell size, variable process routing, and both inter-cell and intra-cell layout are considered in proposed model. The objective is to minimize the total inter/intra cell transportation cost and total breakdown cost. The proposed model is then linearized to reduce computation time and an exact solver by using GAMS is proposed to tackle the computational complexity of the developed model. Results indicate the efficiency and the application of proposed model in the area of CMS conceptually" /> <meta name="citation_id" content="2841" /> <meta name="citation_publication_date" content="2021/05/01" /> <meta name="citation_date" content="2021-05-01" /> <meta name="citation_journal_title" content="International Journal of Supply and Operations Management" /> <meta name="citation_issn" content="23831359" /> <meta name="citation_volume" content="8" /> <meta name="citation_issue" content="2" /> <meta name="citation_firstpage" content="165" /> <meta name="citation_lastpage" content="175" /> <meta name="citation_publisher" content="Kharazmi University" /> <meta name="citation_doi" content="10.22034/ijsom.2021.2.4" /> <meta name="DC.Identifier" content="10.22034/ijsom.2021.2.4" /> <meta name="citation_abstract_html_url" content="http://www.ijsom.com/article_2841.html" /> <meta name="citation_pdf_url" content="http://www.ijsom.com/article_2841_b23bfe7540cb79f96497ea4d835faa01.pdf" /> <meta name="DC.Title" content="A Novel Cell Layout Problem with Reliability and Stochastic Failures" /> <meta name="DC.Source" content="International Journal of Supply and Operations Management" /> <meta name="DC.Date" content="01/05/2021" /> <meta name="DC.Date.issued" content="2021-05-01" /> <meta name="DC.Format" content="application/pdf" /> <meta name="DC.Contributor" content="Golmohammadi, Amir-Mohammad" /> <meta name="DC.Contributor" content="Honarvar, Mahboobeh" /> <meta name="DC.Contributor" content="Tavakkoli_Moghaddam, Reza" /> <meta name="DC.Contributor" content="Hosseini-Nasab, Hasan" /> <meta name="og:title" content="A Novel Cell Layout Problem with Reliability and Stochastic Failures" /> <meta name="og:description" content="The facility layout design and Cell Formation (CF) problems are the important sectors in designing a cellular manufacturing system (CMS). These problems are interrelated and simultaneous consideration of them is essential for a successful design of CMS. In this paper, a new non-linear mixed integer programming model is presented to solve the integrated cell formation and inter/intra cell layouts in continuous space. The proposed approach incorporated machine reliability with a stochastic time between failures. Some important factors such as stochastic process time, part demand, cell size, variable process routing, and both inter-cell and intra-cell layout are considered in proposed model. The objective is to minimize the total inter/intra cell transportation cost and total breakdown cost. The proposed model is then linearized to reduce computation time and an exact solver by using GAMS is proposed to tackle the computational complexity of the developed model. Results indicate the efficiency and the application of proposed model in the area of CMS conceptually" /> <meta name="og:url" content="http://www.ijsom.com/article_2841.html" />  <link href="./themes/base/front/assets/css/social-icon-font.css" rel="stylesheet" type="text/css" />  <link href="./themes/base/front/assets/plugins/bootstrap/css/bootstrap.min.css?v=0.02" rel="stylesheet" type="text/css" /> <link href="./themes/old/front/assets/css/header.css?v=0.05" rel="stylesheet" type="text/css" /> <link href="./themes/old/front/assets/css/footer.css" rel="stylesheet" type="text/css" /> <link href="./inc/css/essentials.css?v=0.2" rel="stylesheet" type="text/css" /> <link href="./inc/css/cookieconsent.min.css" rel="stylesheet" type="text/css" /> <link href="./inc/css/print.css" rel="stylesheet" type="text/css" media="print"/>  <link href="./themes/base/front/assets/plugins/bootstrap/css/bootstrap-ltr.min.css" rel="stylesheet" type="text/css" /> <link href=" 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href="./?_action=article&au=118089&_au=Amir-Mohammad++Golmohammadi">Amir-Mohammad Golmohammadi</a> <sup class="ltr"><a class=" text-green" href="https://www.orcid.org/0000-0001-5467-9838" data-toggle="tooltip" data-placement="bottom" data-html="true" title="ORCID: 0000-0001-5467-9838" target="_blank"><i class="ai ai-orcid size-13" ></i></a></sup> <sup><a href="#aff1" >1</a></sup> </li> <li class="padding-3"> <a href="./?_action=article&au=116086&_au=Mahboobeh++Honarvar">Mahboobeh Honarvar</a> <sup><a href="mailto:mhonarvar@yazd.ac.ir" data-toggle="tooltip" data-placement="bottom" title="Email to Corresponding Author"><i class="fa fa-envelope-o" ></i></a></sup> <sup><a href="#aff2" >2</a></sup> </li> <li class="padding-3"> <a href="./?_action=article&au=117499&_au=Reza++Tavakkoli_Moghaddam">Reza Tavakkoli_Moghaddam</a> <sup class="ltr"><a class=" text-green" href="https://www.orcid.org/0000-0002-6757-926X" data-toggle="tooltip" data-placement="bottom" data-html="true" title="ORCID: 0000-0002-6757-926X" target="_blank"><i class="ai ai-orcid size-13" ></i></a></sup> <sup><a href="#aff3" >3</a></sup> </li> <li class="padding-3"> <a href="./?_action=article&au=101931&_au=Hasan++Hosseini-Nasab">Hasan Hosseini-Nasab</a> <sup><a href="#aff2" >2</a></sup> </li> </ul> <p class="margin-bottom-3 ltr" id="aff1"> <sup>1</sup> Department of Industrial Engineering, Arak University, Arak, Iran </p> <p class="margin-bottom-3 ltr" id="aff2"> <sup>2</sup> Department of Industrial Engineering, Yazd University, Yazd, Iran </p> <p class="margin-bottom-3 ltr" id="aff3"> <sup>3</sup> School of Industrial Engineering, College of Engineering, University of Tehran, Tehran, Iran. </p> <div class="margin-bottom-3 ltr" id="ar_doi" title="DOI"><i class="ai ai-doi size-25 text-orange"></i> <span dir="ltr"><a href="https://dx.doi.org/10.22034/ijsom.2021.2.4">10.22034/ijsom.2021.2.4</a></span></div> <p style="margin:12px -2px 0 -2px"><strong>Abstract</strong></p> <div class="padding_abstract justify ltr">The facility layout design and Cell Formation (CF) problems are the important sectors in designing a cellular manufacturing system (CMS). These problems are interrelated and simultaneous consideration of them is essential for a successful design of CMS. In this paper, a new non-linear mixed integer programming model is presented to solve the integrated cell formation and inter/intra cell layouts in continuous space. The proposed approach incorporated machine reliability with a stochastic time between failures. Some important factors such as stochastic process time, part demand, cell size, variable process routing, and both inter-cell and intra-cell layout are considered in proposed model. The objective is to minimize the total inter/intra cell transportation cost and total breakdown cost. The proposed model is then linearized to reduce computation time and an exact solver by using GAMS is proposed to tackle the computational complexity of the developed model. Results indicate the efficiency and the application of proposed model in the area of CMS conceptually</div> <p class="padding-0" style="margin:12px -2px 0 -2px"><strong>Keywords</strong></p> <ul class="block list-inline list-inline-seprator margin-bottom-6 ltr"> <li class="padding-3"> <a class="tag_a" href="./?_action=article&kw=106169&_kw=Cellular+manufacturing+system" >Cellular manufacturing system</a> </li> <li class="padding-3"> <a class="tag_a" href="./?_action=article&kw=106170&_kw=Cell+formation" >Cell formation</a> </li> <li class="padding-3"> <a class="tag_a" href="./?_action=article&kw=106171&_kw=Cell+layout" >Cell layout</a> </li> <li class="padding-3"> <a class="tag_a" href="./?_action=article&kw=106172&_kw=Machine+Reliability" >Machine Reliability</a> </li> </ul> </div> <hr> <div class="page_break"></div> <div class="panel"> <div class="panel-heading card-header"> <h4 class="panel-title "> <a data-toggle="collapse" data-parent="#accordions" href="#collapsesRef"><i class="fa fa-plus"></i> References</a> </h4> </div> <div id="collapsesRef" class="panel-collapse collapse"> <div class="panel-body justify"> <div class="padding-3 margin-top-3 ltr justify">Aghajani-Delavar, N., Tavakkoli-Moghaddam, R., & Mehdizadeh, E. (2015). Design of a new mathematical model for integrated dynamic cellular manufacturing systems and production planning. <em>International Journal of Engineering</em>, Vol. 28, pp.746-754. </div> <div class="padding-3 margin-top-3 ltr justify">Alfa, A. S., Chen, M., & Heragu, S. S. (1992). Integrating the grouping and layout problems in cellular manufacturing systems. <em>Computers & Industrial Engineering</em>, Vol. 23, pp. 55-58. </div> <div class="padding-3 margin-top-3 ltr justify">Alhourani, F. (2016). Cellular manufacturing system design considering machines reliability and parts alternative process routings. <em>International Journal of Production Research</em>, Vol. 54, pp. 846-863. </div> <div class="padding-3 margin-top-3 ltr justify">Arkat, J., Farahani, M. H., & Ahmadizar, F. (2012). Multi-objective genetic algorithm for cell formation problem considering cellular layout and operations scheduling. <em>International Journal of Computer Integrated Manufacturing</em>, Vol. 25, pp. 625-635. </div> <div class="padding-3 margin-top-3 ltr justify">Bayram, H., & 艦ahin, R. (2016). A comprehensive mathematical model for dynamic cellular manufacturing system design and Linear Programming embedded hybrid solution techniques. <em>Computers & Industrial Engineering</em>, Vol. 91, pp. 10-29. </div> <div class="padding-3 margin-top-3 ltr justify">Chang, C. C., Wu, T. H., & Wu, C. W. (2013). An efficient approach to determine cell formation, cell layout and intracellular machine sequence in cellular manufacturing systems. <em>Computers & Industrial Engineering</em>, Vol. 66, pp. 438-450. </div> <div class="padding-3 margin-top-3 ltr justify">Chung, S. H., Wu, T. H., & Chang, C. C. (2011). An efficient tabu search algorithm to the cell formation problem with alternative routings and machine reliability considerations. <em>Computers & Industrial Engineering</em>, Vol. 60, pp. 7-15. </div> <div class="padding-3 margin-top-3 ltr justify">Das, K., Lashkari, R. S., & Sengupta, S. (2007). Reliability consideration in the design and analysis of cellular manufacturing systems. <em>International Journal of Production Economics</em>, Vol. 105, pp. 243-262. </div> <div class="padding-3 margin-top-3 ltr justify">Fathollahi-Fard, A. M., Ahmadi, A., & Al-e-Hashem, S. M. (2020). Sustainable closed-loop supply chain network for an integrated water supply and wastewater collection system under uncertainty. <em>Journal of Environmental Management</em>, Vol. 275, pp. 111277. </div> <div class="padding-3 margin-top-3 ltr justify">Fathollahi-Fard, A. M., Ahmadi, A., Goodarzian, F., & Cheikhrouhou, N. (2020). A bi-objective home healthcare routing and scheduling problem considering patients’ satisfaction in a fuzzy environment. <em>Applied soft computing</em>, Vol. 93, pp. 106385. </div> <div class="padding-3 margin-top-3 ltr justify">Fathollahi-Fard, A. M., Hajiaghaei-Keshteli, M., & Mirjalili, S. (2020). A set of efficient heuristics for a home healthcare problem. <em>Neural Computing and Applications</em>, Vol. 32, pp. 6185-6205. </div> <div class="padding-3 margin-top-3 ltr justify">Fathollahi-Fard, A. M., Hajiaghaei-Keshteli, M., & Tavakkoli-Moghaddam, R. (2020). Red deer algorithm (RDA): a new nature-inspired meta-heuristic. <em>Soft Computing</em>, pp. 1-29. </div> <div class="padding-3 margin-top-3 ltr justify">Fathollahi-Fard, A. M., Hajiaghaei-Keshteli, M., Tian, G., & Li, Z. (2020). An adaptive Lagrangian relaxation-based algorithm for a coordinated water supply and wastewater collection network design problem. <em>Information Sciences</em>, Vol. 512, pp. 1335-1359. </div> <div class="padding-3 margin-top-3 ltr justify">Forghani, K., Mohammadi, M., & Ghezavati, V. (2015). Integrated cell formation and layout problem considering multi-row machine arrangement and continuous cell layout with aisle distance. <em>The International Journal of Advanced Manufacturing Technology</em>, Vol. 78, pp. 687-705. </div> <div class="padding-3 margin-top-3 ltr justify">Golmohammadi, A., Asadi, A., Amiri, Z., & Behzad, M. (2018). Design of a facility layout problem in cellular manufacturing systems with stochastic demands. <em>Management Science Letters</em>, Vol. 8, pp. 1133-1148. </div> <div class="padding-3 margin-top-3 ltr justify">Golmohammadi, A. M., Honarvar, M., Guangdong, G., & Hosseini-Nasab, H. (2019). A New Mathematical Model for Integration of Cell Formation with Machine Layout and Cell Layout by Considering Alternative Process Routing Reliability; A Novel Hybrid Metaheuristic. <em>International Journal of Industrial Engineering & Production Research</em>, Vol. <em>30</em>, pp. 405-427. </div> <div class="padding-3 margin-top-3 ltr justify">Golmohammadi, A. M., Honarvar, M., Hosseini-Nasab, H., & Tavakkoli-Moghaddam, R. (2018). Machine Reliability in a Dynamic Cellular Manufacturing System: A Comprehensive Approach to a Cell Layout Problem. <em>International Journal of Industrial Engineering & Production Research</em>, Vol. 29, pp. 175-196. </div> <div class="padding-3 margin-top-3 ltr justify">Golmohammadi, A. M., Honarvar, M., Hosseini-Nasab, H., & Tavakkoli-Moghaddam, R. (2020). A bi-objective Optimization Model for a Dynamic Cell Formation Integrated with Machine and Cell Layouts in a Fuzzy Environment. <em>Fuzzy Information and Engineering</em>, pp. 1-19. </div> <div class="padding-3 margin-top-3 ltr justify">Hadian, H., Chahardoli, S., Golmohammadi, A. M., & Mostafaeipour, A. (2020). A practical framework for supplier selection decisions with an application to the automotive sector. <em>International Journal of Production Research</em>, Vol. 58, pp. 2997-3014. </div> <div class="padding-3 margin-top-3 ltr justify">Jolai, F., Tavakkoli-Moghaddam, R., Golmohammadi, A., & Javadi, B. (2012). An electromagnetism-like algorithm for cell formation and layout problem. <em>Expert Systems with Applications</em>, Vol. 39, pp. 2172-2182. </div> <div class="padding-3 margin-top-3 ltr justify">Karampour, M. M., Hajiaghaei-Keshteli, M., Fathollahi-Fard, A. M., & Tian, G. (2020). Metaheuristics for a bi-objective green vendor managed inventory problem in a two-echelon supply chain network. <em>Scientia Iranica</em>. </div> <div class="padding-3 margin-top-3 ltr justify">Liu, X., Tian, G., Fathollahi-Fard, A. M., & Mojtahedi, M. (2020). Evaluation of ship’s green degree using a novel hybrid approach combining group fuzzy entropy and cloud technique for the order of preference by similarity to the ideal solution theory. <em>Clean Technologies and Environmental Policy</em>, Vol. 22, pp. 493-512. </div> <div class="padding-3 margin-top-3 ltr justify">Logendran, R., & Talkington, D. (1997). Analysis of cellular and functional manufacturing systems in the presence of machine breakdown. <em>International Journal of Production Economics</em>, Vol. 53, pp. 239-256. </div> <div class="padding-3 margin-top-3 ltr justify">Mak, K. L., Wong, Y. S., & Wang, X. X. (2000). An adaptive genetic algorithm for manufacturing cell formation. <em>The International Journal of Advanced Manufacturing Technology</em>, Vol. 16, pp. 491-497. </div> <div class="padding-3 margin-top-3 ltr justify">Mohammadi, M., & Forghani, K. (2016). Designing cellular manufacturing systems considering S-shaped layout. <em>Computers & Industrial Engineering</em>, Vol. 98, pp. 221-236. </div> <div class="padding-3 margin-top-3 ltr justify">Nezhadroshan, A. M., Fathollahi-Fard, A. M., & Hajiaghaei-Keshteli, M. (2020). A scenario-based possibilistic-stochastic programming approach to address resilient humanitarian logistics considering travel time and resilience levels of facilities. <em>International Journal of Systems Science: Operations & Logistics</em>, pp. 1-27. </div> <div class="padding-3 margin-top-3 ltr justify">Rafiee, K., Rabbani, M., Rafiei, H., & Rahimi-Vahed, A. (2011). A new approach towards integrated cell formation and inventory lot sizing in an unreliable cellular manufacturing system. <em>Applied Mathematical Modelling</em>, Vol. 35, pp. 1810-1819. </div> <div class="padding-3 margin-top-3 ltr justify">Rasay, H., Naderkhani, F., & Golmohammadi, A. M. (2020). Designing variable sampling plans based on lifetime performance index under failure censoring reliability tests. <em>Quality Engineering</em>, Vol. 32, pp. 354-370. </div> <div class="padding-3 margin-top-3 ltr justify">Sakhaii, M., Tavakkoli-Moghaddam, R., & Vatani, B. (2014). A robust model for a dynamic cellular manufacturing system with production planning. <em>International Journal of Engineering</em>, vol. 27, pp. 587-598. </div> <div class="padding-3 margin-top-3 ltr justify">Tajdin, A., Mahdavi, I., & Hashemoghli, A. (2017). A Novel Interactive Possibilistic Mixed Integer Nonlinear Model for Cellular Manufacturing Problem under Uncertainty. <em>International Journal of Engineering</em>, Vol. 30, pp. 384-392. </div> <div class="padding-3 margin-top-3 ltr justify">Tompkins, J. A., White, J. A., Bozer, Y. A., & Tanchoco, J. M. A. (2010). <em>Facilities planning</em>. John Wiley & Sons. </div> <div class="padding-3 margin-top-3 ltr justify">Wu, X., Chu, C. H., Wang, Y., & Yan, W. (2007). A genetic algorithm for cellular manufacturing design and layout. <em>European journal of operational research</em>, Vol. 181, pp. 156-167. </div> <div class="padding-3 margin-top-3 ltr justify">Zhang, C., Tian, G., Fathollahi-Fard, A. M., Wang, W., Wu, P., & Li, Z. (2020). Interval-valued intuitionistic uncertain linguistic cloud petri net and its application to risk assessment for subway fire accident. <em>IEEE Transactions on Automation Science and Engineering</em>.</div> </div> </div> </div> </div> </div>   <div class="col-lg-3 col-md-3 col-sm-4"> <div class="panel panel-default my_panel-default margin-bottom-10"> <div class="panel-body ar_info_pnl" id="ar_info_pnl_cover"> <div id="pnl_cover"> <div class="row" > <div class="col-xs-6 col-md-6 nomargin-bottom"> <a href="javascript:loadModal('International Journal of Supply and Operations Management', './data/ijsom/coversheet/cover_en.jpg')"> <img src="data/ijsom/coversheet/cover_en.jpg" alt="International Journal of Supply and Operations Management" style="width: 100%;"> </a> </div> <div class="col-xs-6 col-md-6 nomargin-bottom"> <h6><a href="./issue_526_528.html">Volume 8, Issue 2</a><br/>May 2021<div id="sp_ar_pages">Pages <span dir="ltr">165-175</span></div></h6> </div> </div> </div> </div> </div>  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<ul class="list-group list-group-bordered list-group-noicon" style="display:block !important;max-height:9999px"> <li class="list-group-item"><a class="tag_a">Article View: <i>636</i></a></li> <li class="list-group-item"><a class="tag_a">PDF Download: <i>419</i></a></li> </ul> </div> </div> </div> </div>  </div> </section> <div id="cite-apa" class="modal fade" tabindex="-1" role="dialog" aria-labelledby="myModalLabel" aria-hidden="true"> <div class="modal-dialog"> <div class="modal-content">  <div class="modal-header"> <button type="button" class="close" data-dismiss="modal" aria-label="Close"><span aria-hidden="true">×</span></button> <h4 class="modal-title" id="myModalLabel">APA</h4> </div>  <div class="modal-body"> <p>Golmohammadi, A., Honarvar, M., Tavakkoli_Moghaddam, R., & Hosseini-Nasab, H. (2021). A Novel Cell Layout Problem with Reliability and Stochastic Failures. <em>International Journal of Supply and Operations Management</em>, 8(2), 165-175. doi: 10.22034/ijsom.2021.2.4</p> </div> </div> </div> </div> <div id="cite-mla" class="modal fade" tabindex="-1" role="dialog" aria-labelledby="myModalLabel" aria-hidden="true"> <div class="modal-dialog"> <div class="modal-content">  <div class="modal-header"> <button type="button" class="close" data-dismiss="modal" aria-label="Close"><span aria-hidden="true">×</span></button> <h4 class="modal-title" id="myModalLabel">MLA</h4> </div>  <div class="modal-body"> <p>Amir-Mohammad Golmohammadi; Mahboobeh Honarvar; Reza Tavakkoli_Moghaddam; Hasan Hosseini-Nasab. "A Novel Cell Layout Problem with Reliability and Stochastic Failures". <em>International Journal of Supply and Operations Management</em>, 8, 2, 2021, 165-175. doi: 10.22034/ijsom.2021.2.4</p> </div> </div> </div> </div> <div id="cite-harvard" class="modal fade" tabindex="-1" role="dialog" aria-labelledby="myModalLabel" aria-hidden="true"> <div class="modal-dialog"> <div class="modal-content">  <div class="modal-header"> <button type="button" class="close" data-dismiss="modal" aria-label="Close"><span aria-hidden="true">×</span></button> <h4 class="modal-title" id="myModalLabel">HARVARD</h4> </div>  <div class="modal-body"> <p>Golmohammadi, A., Honarvar, M., Tavakkoli_Moghaddam, R., Hosseini-Nasab, H. (2021). 'A Novel Cell Layout Problem with Reliability and Stochastic Failures', <em>International Journal of Supply and Operations Management</em>, 8(2), pp. 165-175. doi: 10.22034/ijsom.2021.2.4</p> </div> </div> </div> </div> <div id="cite-vancouver" class="modal fade" tabindex="-1" role="dialog" aria-labelledby="myModalLabel" aria-hidden="true"> <div class="modal-dialog"> <div class="modal-content">  <div class="modal-header"> <button type="button" class="close" data-dismiss="modal" aria-label="Close"><span aria-hidden="true">×</span></button> <h4 class="modal-title" id="myModalLabel">VANCOUVER</h4> </div>  <div class="modal-body"> <p>Golmohammadi, A., Honarvar, M., Tavakkoli_Moghaddam, R., Hosseini-Nasab, H. A Novel Cell Layout Problem with Reliability and Stochastic Failures. <em>International Journal of Supply and Operations Management</em>, 2021; 8(2): 165-175. doi: 10.22034/ijsom.2021.2.4</p> </div> </div> </div> </div> </div> </div>   <section class="alternate padding-xxs"> </section>   <div class="container"> <footer id="footer"> <div class="scrollup" id="scroll" href="#"><span></span></div> <div class="row"> <div class="col-md-2">  <h4 class="">Explore Journal</h4> <ul class="footer-links list-unstyled"> <li id="fli_home"><a href="./">Home</a></li> <li id="fli_about"><a href="./journal/about">About Journal</a></li> <li id="fli_Edb"><a href="./journal/editorial.board">Editorial Board</a></li> <li id="fli_submit"><a href="./author">Submit Manuscript</a></li> <li id="fli_contactus"><a href="./journal/contact.us">Contact Us</a></li> <li id="fli_glossary"><a href="./journal/glossary">Glossary</a></li> <li id="fli_order_hrdj"><a href="./journal/subscription.form">Hard Copy Subscription</a></li> <li id="fli_sitemap"><a href="./sitemap.xml?usr">Sitemap</a></li> </ul>  </div> <div class="col-md-3">  <h4 class="">Latest News</h4> <ul class="footer-posts list-unstyled"> <li> <a href="./news?newsCode=173">SD of ISC: Sustainable Development of Intelligent Supply Chains based on Trends and Future Directions: Application of Novel Solution Techniques</a> <small class="ltr">2023-03-05</small> </li> </ul>  </div> <div class="col-md-3">  <div><p><a title="Linkedin" href="http://www.linkedin.com/company/ijsom?trk=eml-cp_mktg-btn-welcome-20120607%2F"><img src="images/linkedin.jpg" alt="linkedin" /></a></p></div>  </div> <div class="col-md-4">  <h4 class="">Newsletter Subscription</h4> <p>Subscribe to the journal newsletter and receive the latest news and updates</p> <form class="validate" action="" method="post" data-success="Subscription saved successfully." data-toastr-position="bottom-right"> <input type="hidden" name="_token" value="7fb4ca9b69d0c7f10d2b8faf17e154ab1e325641d9de4b42"/> <div class="input-group"> <span class="input-group-addon"><i class="fa fa-envelope"></i></span> <input type="email" id="email" name="email" required="required" class="form-control required sbs_email" placeholder="Enter your Email" oninvalid="this.setCustomValidity('Enter a valid email address.')" oninput="this.setCustomValidity('')"> <span class="input-group-btn"> <button class="btn btn-primary mybtn" type="submit">Subscribe</button> </span> </div> </form>   <div class="margin-top-20"> <a class="noborder" href="" target="_blank" class="social-icon social-icon-border social-facebook pull-left block" data-toggle="tooltip" data-placement="top" title="Facebook"> <i class="fa fa-facebook-square" aria-hidden="true"></i> </a> <a class="noborder" href="" target="_blank" class="social-icon social-icon-border social-facebook pull-left block" data-toggle="tooltip" data-placement="top" title="Twitter"> <i class="fa fa-twitter-square" aria-hidden="true"></i> </a> <a class="noborder" href="" target="_blank" class="social-icon social-icon-border social-facebook pull-left block" data-toggle="tooltip" data-placement="top" title="Linkedin"> <i class="fa fa-linkedin-square" aria-hidden="true"></i> </a> <a class="noborder" href="./ju.rss" class="social-icon social-icon-border social-rss pull-left block" data-toggle="tooltip" data-placement="top" title="Rss"><i class="fa fa-rss-square" aria-hidden="true"></i></a> </div> </div> </div> <div class="copyright" style="position: relative"> <ul class="nomargin list-inline mobile-block"> <li>© Journal Management System. <span id='sp_crt'>Powered by <a target='_blank' href='https://www.sinaweb.net/'>Sinaweb</a></span></li> </ul> </div> </footer> </div>  </div>   <a href="#" id="toTop_old"></a>  <div id="preloader"> <div class="inner"> <span class="loader"></span> </div> </div>  <script type="text/javascript">var plugin_path = './themes/base/front/assets/plugins/';</script> <script type="text/javascript" src="./themes/base/front/assets/js/scripts.js?v=0.02"></script>   <script type="text/javascript"> $('ul.nav li.dropdown').hover(function() { if (window.matchMedia('(max-width: 767px)').matches) return; 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A Novel Cell Layout Problem with Reliability and Stochastic Failures