Supplier and Carrier Selection and Order Allocation by considering disruptions with AHP and Multi-objective Mathematical Programming

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Then, multi objective mathematical model is developed to select the appropriate supplier and carrier and allocate orders of multi product with different discount levels in each period by suitable carriers to each supplier. The objective functions in this study are minimizing cost, delivery and the number of defective items, and maximizing the efficiency of suppliers. Moreover, some constraints such as inventory capacity, shortage capacity, number of vehicle and breakdowns of them and etc. are applied in this novel mathematical model. Finally, this model is solved by augmented 蓻-constraint method for determining pareto-optimal solution. This study can help decision makers to solve problem by integrating AHP and multi-objective model." /> <meta name="title" content="Supplier and Carrier Selection and Order Allocation by considering disruptions with AHP and Multi-objective Mathematical Programming" /> <meta name="googlebot" content="NOODP" /> <meta name="citation_title" content="Supplier and Carrier Selection and Order Allocation by considering disruptions with AHP and Multi-objective Mathematical Programming" /> <meta name="citation_author" content="Hasannia Kolaee, Mansoureh" /> <meta name="citation_author_institution" content="School of Industrial and Systems Engineering, College of Engineering, University of Tehran, Tehran, Iran" /> <meta name="citation_author" content="Torabi, Seyed Ali" /> <meta name="citation_author_institution" content="School of Industrial and Systems Engineering, College of Engineering, University of Tehran, Tehran, Iran" /> <meta name="citation_abstract" content="In this study, supplier and carrier selection and order allocation are considered to go for joint decision-making. To this end, some criteria including cost, quality, delivery, resilience, social responsibility and supplier profile are determined to select the weight of each supplier by AHP. Then, multi objective mathematical model is developed to select the appropriate supplier and carrier and allocate orders of multi product with different discount levels in each period by suitable carriers to each supplier. The objective functions in this study are minimizing cost, delivery and the number of defective items, and maximizing the efficiency of suppliers. Moreover, some constraints such as inventory capacity, shortage capacity, number of vehicle and breakdowns of them and etc. are applied in this novel mathematical model. Finally, this model is solved by augmented 蓻-constraint method for determining pareto-optimal solution. 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To this end, some criteria including cost, quality, delivery, resilience, social responsibility and supplier profile are determined to select the weight of each supplier by AHP. Then, multi objective mathematical model is developed to select the appropriate supplier and carrier and allocate orders of multi product with different discount levels in each period by suitable carriers to each supplier. The objective functions in this study are minimizing cost, delivery and the number of defective items, and maximizing the efficiency of suppliers. Moreover, some constraints such as inventory capacity, shortage capacity, number of vehicle and breakdowns of them and etc. are applied in this novel mathematical model. Finally, this model is solved by augmented 蓻-constraint method for determining pareto-optimal solution. 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To this end, some criteria including cost, quality, delivery, resilience, social responsibility and supplier profile are determined to select the weight of each supplier by AHP. Then, multi objective mathematical model is developed to select the appropriate supplier and carrier and allocate orders of multi product with different discount levels in each period by suitable carriers to each supplier. The objective functions in this study are minimizing cost, delivery and the number of defective items, and maximizing the efficiency of suppliers. Moreover, some constraints such as inventory capacity, shortage capacity, number of vehicle and breakdowns of them and etc. are applied in this novel mathematical model. Finally, this model is solved by augmented 蓻-constraint method for determining pareto-optimal solution. This study can help decision makers to solve problem by integrating AHP and multi-objective model.</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=105849&_kw=Supplier+and+carrier+selection" >Supplier and carrier selection</a> </li> <li class="padding-3"> <a class="tag_a" href="./?_action=article&kw=105850&_kw=Order+allocation" >Order allocation</a> </li> <li class="padding-3"> <a class="tag_a" href="./?_action=article&kw=144&_kw=Resilience" >Resilience</a> </li> <li class="padding-3"> <a class="tag_a" href="./?_action=article&kw=105851&_kw=Social+responsibility" >Social responsibility</a> </li> <li class="padding-3"> <a class="tag_a" href="./?_action=article&kw=105812&_kw=Price+discount" >Price discount</a> </li> <li class="padding-3"> <a class="tag_a" href="./?_action=article&kw=105852&_kw=Breakdown" >Breakdown</a> </li> </ul> <p class="padding-0" style="margin:12px -2px 0 -2px"><strong>Main Subjects</strong></p> <ul class="block list-inline list-inline-seprator margin-bottom-6"> <li class="padding-3"> <a href="./?_action=article&sb=152&_sb=optimization+in+supply+chain+management" >optimization in supply chain management</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">Basnet, C., Leung, J.M.Y., (2005). Inventory lot-sizing with supplier selection, <em>Computer and Operations Research</em>, Vol. 32, pp. 1–14. </div> <div class="padding-3 margin-top-3 ltr justify">Bevilacqua, M., Ciarapica, F.E., Giacchetta, G., (2006). A fuzzy-QFD approach to supplier selection, <em>Journal of Purchasing & Supply Management</em>, Vol. 12, pp. 14–27. </div> <div class="padding-3 margin-top-3 ltr justify">Chen, C.T., Lin, C.T., Huang, S.F., (2006). A fuzzy approach for supplier evaluation and selection in supply chain management, <em>International Journal of Production Economy</em>, Vol. 102, pp. 289–301. </div> <div class="padding-3 margin-top-3 ltr justify">Choudhary, D., Shankar, R., (2011). Modeling and analysis of single item multiperiod procurement lot-sizing problem considering rejections and late deliveries, <em>Computers & Industrial Engineering</em>, Vol. 61, pp. 1318–1326. </div> <div class="padding-3 margin-top-3 ltr justify">Demirtas, E.A., Ustun, O., (2009). 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In: Hollnagel, E., Woods, D., Leveson, N. (Eds.), Resilience Engineering: Concepts and Precepts. Ashgate, London, pp. 8–17. </div> <div class="padding-3 margin-top-3 ltr justify">Kannan, V.R., Tan, K.C., (2002). Supplier selection and assessment: Their impact on business performance, <em>Journal of Supply Chain Management</em>, Vol. 38, pp. 11–21. </div> <div class="padding-3 margin-top-3 ltr justify">Lee, A.H.I., Kang, H.Y., Lai, C.M., Hong, W.Y., (2013). An integrated model for lot sizing with supplier selection and quantity discounts, <em>Applied Mathematical Modelling</em>, Vol. 37, pp. 4733–4746. </div> <div class="padding-3 margin-top-3 ltr justify">Liao, Z., Rittscher, J., (2007). Integration of supplier selection, procurement lot sizing and carrier selection under dynamic demand conditions, <em>International Journal of Production Economics</em>, Vol. 107, pp. 502–510. </div> <div class="padding-3 margin-top-3 ltr justify">Mafakheri, F., Breton, M., Ghoniem, A., (2011). Supplier selection-order allocation: a two stage multiple criteria dynamic programming approach, <em>International Journal of Production Economics</em>, Vol. 132, pp. 52-57. </div> <div class="padding-3 margin-top-3 ltr justify">Mansini, R., Tocchella, B., Savelsbergh, M., (2012). The supplier selection problem with quantity discounts and truck load shipping, <em>Omega</em>, Vol. 40, pp. 445–455. </div> <div class="padding-3 margin-top-3 ltr justify">Razmi, J., Rafiei, H., 2010. An integrated analytic network process with mixed integer non-linear programming to supplier selection and order allocation, <em>International Journal of Advance Manufacturing Technology</em>, Vol. 49, pp. 1195–1208. </div> <div class="padding-3 margin-top-3 ltr justify">Rezaei, J., Davoodi, M., (2008). A deterministic, multi-item inventory model with supplier selection and imperfect quality<em>, Applied Mathematical Modelling</em>, Vol. 32, pp. 2106–2116. </div> <div class="padding-3 margin-top-3 ltr justify">Rezaei, J., Davoodi, M., (2011). Multi objective models for lot-sizing with supplier selection<em>, International Journal of Production Economics</em>, Vol. 130(1), pp. 77–86. </div> <div class="padding-3 margin-top-3 ltr justify">Simchi-Levi, D., Kaminsky, P., Simchi-Levi, E., (2003). Designing and Managing the Supply Chain: Concepts, Strategies, and Case Studies, 2nd ed., McGraw-Hill, Boston, MA. </div> <div class="padding-3 margin-top-3 ltr justify"> Thrulogachantar, P., Zailani, S., (2011). The influence of purchasing strategies on manufacturing performance, <em>Journal of Manufacture Technology Management</em>, Vol. 22, pp. 641–663. </div> <div class="padding-3 margin-top-3 ltr justify">Ustun, O., Demirtas, E.A., (2008a). An integrated multi-objective decision-making process for multi-period lot-sizing with supplier selection, <em>Omega</em>, Vol. 36, pp. 509–521. </div> <div class="padding-3 margin-top-3 ltr justify">Ustun, O., Demirtas, E.A., (2008b). Multi-period lot-sizing with supplier selection using achievement scalarizing functions, <em>Computers & Industrial Engineering</em>, Vol. 54(4), pp. 918–931. </div> <div class="padding-3 margin-top-3 ltr justify">Wilson, E.J., (1994). The relative importance of supplier selection criteria: A review and update, <em>International Journal of Purchasing and Materials Management</em>, Vol. 30, pp. 34–41. </div> <div class="padding-3 margin-top-3 ltr justify"> Zhang, W.J., Lin, Y., (2010). On the principle of design of resilient systems—application to enterprise information systems, <em>Enterprise Information Systems</em>, Vol. 4, pp. 99–110.</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_506_510.html">Volume 4, Issue 4 - Serial Number 4</a><br/>November 2017<div id="sp_ar_pages">Pages <span dir="ltr">359-369</span></div></h6> </div> </div> </div> </div> </div>  <div class="panel 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"Supplier and Carrier Selection and Order Allocation by considering disruptions with AHP and Multi-objective Mathematical Programming". <em>International Journal of Supply and Operations Management</em>, 4, 4, 2017, 359-369. doi: 10.22034/2017.4.06</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>Hasannia Kolaee, M., Torabi, S. (2017). 'Supplier and Carrier Selection and Order Allocation by considering disruptions with AHP and Multi-objective Mathematical Programming', <em>International Journal of Supply and Operations Management</em>, 4(4), pp. 359-369. doi: 10.22034/2017.4.06</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>Hasannia Kolaee, M., Torabi, S. Supplier and Carrier Selection and Order Allocation by considering disruptions with AHP and Multi-objective Mathematical Programming. <em>International Journal of Supply and Operations Management</em>, 2017; 4(4): 359-369. doi: 10.22034/2017.4.06</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="314a96c18c74ae5959d640ee6c7946c182f54f9ce3f82c61"/> <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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Supplier and Carrier Selection and Order Allocation by considering disruptions with AHP and Multi-objective Mathematical Programming