A variational inequality formulation of equilibrium models for end-of-life products with nonlinear constraints
•First use of nonlinear constraints in economic network equilibrium problems.•Proof of constraint qualification and convexity of the feasible set.•Negative impacts of a strict collection target on product dematerialization.•Product dematerialization preferred to additional virgin material purchases....
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Veröffentlicht in: | European journal of operational research 2014-07, Vol.236 (1), p.340-350 |
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creator | Toyasaki, Fuminori Daniele, Patrizia Wakolbinger, Tina |
description | •First use of nonlinear constraints in economic network equilibrium problems.•Proof of constraint qualification and convexity of the feasible set.•Negative impacts of a strict collection target on product dematerialization.•Product dematerialization preferred to additional virgin material purchases.•High transaction costs prevent increase in recycled material usage.
Variational inequality theory facilitates the formulation of equilibrium problems in economic networks. Examples of successful applications include models of supply chains, financial networks, transportation networks, and electricity networks. Previous economic network equilibrium models that were formulated as variational inequalities only included linear constraints; in this case the equivalence between equilibrium problems and variational inequality problems is achieved with a standard procedure because of the linearity of the constraints. However, in reality, often nonlinear constraints can be observed in the context of economic networks. In this paper, we first highlight with an application from the context of reverse logistics why the introduction of nonlinear constraints is beneficial. We then show mathematical conditions, including a constraint qualification and convexity of the feasible set, which allow us to characterize the economic problem by using a variational inequality formulation. Then, we provide numerical examples that highlight the applicability of the model to real-world problems. The numerical examples provide specific insights related to the role of collection targets in achieving sustainability goals. |
doi_str_mv | 10.1016/j.ejor.2013.12.006 |
format | Article |
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Variational inequality theory facilitates the formulation of equilibrium problems in economic networks. Examples of successful applications include models of supply chains, financial networks, transportation networks, and electricity networks. Previous economic network equilibrium models that were formulated as variational inequalities only included linear constraints; in this case the equivalence between equilibrium problems and variational inequality problems is achieved with a standard procedure because of the linearity of the constraints. However, in reality, often nonlinear constraints can be observed in the context of economic networks. In this paper, we first highlight with an application from the context of reverse logistics why the introduction of nonlinear constraints is beneficial. We then show mathematical conditions, including a constraint qualification and convexity of the feasible set, which allow us to characterize the economic problem by using a variational inequality formulation. Then, we provide numerical examples that highlight the applicability of the model to real-world problems. The numerical examples provide specific insights related to the role of collection targets in achieving sustainability goals.</description><identifier>ISSN: 0377-2217</identifier><identifier>EISSN: 1872-6860</identifier><identifier>DOI: 10.1016/j.ejor.2013.12.006</identifier><identifier>CODEN: EJORDT</identifier><language>eng</language><publisher>Amsterdam: Elsevier B.V</publisher><subject>Computer/electronics ; Economics ; Environment ; Equilibrium ; Inequalities ; Inequality ; Logistics ; Mathematical models ; Mathematical problems ; Networks ; Nonlinear programming ; Nonlinearity ; Obsolescence ; Operations research ; Process controls ; Reverse logistics ; Studies ; Supply chain management ; Sustainability ; Sustainable product design ; Variational inequality</subject><ispartof>European journal of operational research, 2014-07, Vol.236 (1), p.340-350</ispartof><rights>2013</rights><rights>Copyright Elsevier Sequoia S.A. Jul 1, 2014</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c415t-42be1377311fa5762bea5d27a4c1a273642d70a1fce377dfa789f2bdc4b306693</citedby><cites>FETCH-LOGICAL-c415t-42be1377311fa5762bea5d27a4c1a273642d70a1fce377dfa789f2bdc4b306693</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.ejor.2013.12.006$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3548,27923,27924,45994</link.rule.ids></links><search><creatorcontrib>Toyasaki, Fuminori</creatorcontrib><creatorcontrib>Daniele, Patrizia</creatorcontrib><creatorcontrib>Wakolbinger, Tina</creatorcontrib><title>A variational inequality formulation of equilibrium models for end-of-life products with nonlinear constraints</title><title>European journal of operational research</title><description>•First use of nonlinear constraints in economic network equilibrium problems.•Proof of constraint qualification and convexity of the feasible set.•Negative impacts of a strict collection target on product dematerialization.•Product dematerialization preferred to additional virgin material purchases.•High transaction costs prevent increase in recycled material usage.
Variational inequality theory facilitates the formulation of equilibrium problems in economic networks. Examples of successful applications include models of supply chains, financial networks, transportation networks, and electricity networks. Previous economic network equilibrium models that were formulated as variational inequalities only included linear constraints; in this case the equivalence between equilibrium problems and variational inequality problems is achieved with a standard procedure because of the linearity of the constraints. However, in reality, often nonlinear constraints can be observed in the context of economic networks. In this paper, we first highlight with an application from the context of reverse logistics why the introduction of nonlinear constraints is beneficial. We then show mathematical conditions, including a constraint qualification and convexity of the feasible set, which allow us to characterize the economic problem by using a variational inequality formulation. Then, we provide numerical examples that highlight the applicability of the model to real-world problems. The numerical examples provide specific insights related to the role of collection targets in achieving sustainability goals.</description><subject>Computer/electronics</subject><subject>Economics</subject><subject>Environment</subject><subject>Equilibrium</subject><subject>Inequalities</subject><subject>Inequality</subject><subject>Logistics</subject><subject>Mathematical models</subject><subject>Mathematical problems</subject><subject>Networks</subject><subject>Nonlinear programming</subject><subject>Nonlinearity</subject><subject>Obsolescence</subject><subject>Operations research</subject><subject>Process controls</subject><subject>Reverse logistics</subject><subject>Studies</subject><subject>Supply chain management</subject><subject>Sustainability</subject><subject>Sustainable product design</subject><subject>Variational inequality</subject><issn>0377-2217</issn><issn>1872-6860</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><recordid>eNp9kcFrFTEQxoMo-Kz-A54CXrzsNpPNJq_gpRSrhYIXPYe8ZIJZskmbZCv97836PHnwNMzM7_sY5iPkPbARGMjLZcQll5EzmEbgI2PyBTnAUfFBHiV7SQ5sUmrgHNRr8qbWhTEGM8wHkq7pkynBtJCTiTQkfNxMDO2Z-lzWLf5Z0Oxpn4cYTiVsK12zw1h3gmJyQ_ZDDB7pQ8lus63SX6H9pCmn2O1MoTan2ooJqdW35JU3seK7v_WC_Lj9_P3m63D_7cvdzfX9YAXMbRD8hNAvngC8mZXsrZkdV0ZYMFxNUnCnmAFvsVPOG3W88vzkrDhNTMqr6YJ8PPv2mx43rE2voVqM0STMW9UwCxCTgkl09MM_6JK30p-xU0yCFN28U_xM2ZJrLej1QwmrKc8amN4j0IveI9B7BBq47hF00aezqH8LnwIWXW3AZNGFgrZpl8P_5L8Bl-uROQ</recordid><startdate>20140701</startdate><enddate>20140701</enddate><creator>Toyasaki, Fuminori</creator><creator>Daniele, Patrizia</creator><creator>Wakolbinger, Tina</creator><general>Elsevier B.V</general><general>Elsevier Sequoia S.A</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>7TB</scope><scope>8FD</scope><scope>FR3</scope><scope>JQ2</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><scope>7TA</scope><scope>JG9</scope></search><sort><creationdate>20140701</creationdate><title>A variational inequality formulation of equilibrium models for end-of-life products with nonlinear constraints</title><author>Toyasaki, Fuminori ; 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Variational inequality theory facilitates the formulation of equilibrium problems in economic networks. Examples of successful applications include models of supply chains, financial networks, transportation networks, and electricity networks. Previous economic network equilibrium models that were formulated as variational inequalities only included linear constraints; in this case the equivalence between equilibrium problems and variational inequality problems is achieved with a standard procedure because of the linearity of the constraints. However, in reality, often nonlinear constraints can be observed in the context of economic networks. In this paper, we first highlight with an application from the context of reverse logistics why the introduction of nonlinear constraints is beneficial. We then show mathematical conditions, including a constraint qualification and convexity of the feasible set, which allow us to characterize the economic problem by using a variational inequality formulation. Then, we provide numerical examples that highlight the applicability of the model to real-world problems. The numerical examples provide specific insights related to the role of collection targets in achieving sustainability goals.</abstract><cop>Amsterdam</cop><pub>Elsevier B.V</pub><doi>10.1016/j.ejor.2013.12.006</doi><tpages>11</tpages></addata></record> |
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subjects | Computer/electronics Economics Environment Equilibrium Inequalities Inequality Logistics Mathematical models Mathematical problems Networks Nonlinear programming Nonlinearity Obsolescence Operations research Process controls Reverse logistics Studies Supply chain management Sustainability Sustainable product design Variational inequality |
title | A variational inequality formulation of equilibrium models for end-of-life products with nonlinear constraints |
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