Tabu search with path relinking for an integrated production–distribution problem
This paper deals with the problem of integrating production and distribution planning over periods of a finite horizon. We consider a capacity-constrained plant that produces a number of items distributed by a fleet of homogenous vehicles to customers with known demand for each item in each period....
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Veröffentlicht in: | Computers & operations research 2011-08, Vol.38 (8), p.1199-1209 |
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creator | Armentano, V.A. Shiguemoto, A.L. Løkketangen, A. |
description | This paper deals with the problem of integrating production and distribution planning over periods of a finite horizon. We consider a capacity-constrained plant that produces a number of items distributed by a fleet of homogenous vehicles to customers with known demand for each item in each period. The production planning defines the amount of each item produced in every period, while the distribution planning defines when customers should be visited, the amount of each item that should be delivered to customers, and the vehicle routes. The objective is to minimize production and inventory costs at the plant, inventory costs at the customers and distribution costs. We propose two tabu search variants for this problem, one that involves construction and a short-term memory, and one that incorporates a longer term memory used to integrate a path relinking procedure to the first variant. The proposed tabu search variants are tested on generated instances with up to ten items and on instances from the literature involving a single item. |
doi_str_mv | 10.1016/j.cor.2010.10.026 |
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We consider a capacity-constrained plant that produces a number of items distributed by a fleet of homogenous vehicles to customers with known demand for each item in each period. The production planning defines the amount of each item produced in every period, while the distribution planning defines when customers should be visited, the amount of each item that should be delivered to customers, and the vehicle routes. The objective is to minimize production and inventory costs at the plant, inventory costs at the customers and distribution costs. We propose two tabu search variants for this problem, one that involves construction and a short-term memory, and one that incorporates a longer term memory used to integrate a path relinking procedure to the first variant. The proposed tabu search variants are tested on generated instances with up to ten items and on instances from the literature involving a single item.</description><identifier>ISSN: 0305-0548</identifier><identifier>EISSN: 1873-765X</identifier><identifier>EISSN: 0305-0548</identifier><identifier>DOI: 10.1016/j.cor.2010.10.026</identifier><identifier>CODEN: CMORAP</identifier><language>eng</language><publisher>Kidlington: Elsevier Ltd</publisher><subject>Applied sciences ; Cost reduction ; Costs ; Customers ; Distribution costs ; Exact sciences and technology ; Inventories ; Inventory control, production control. Distribution ; Logistics ; Mathematical analysis ; Operational research and scientific management ; Operational research. Management science ; Operations research ; Optimization algorithms ; Path relinking ; Production planning ; Production–distribution problem ; Short term ; Stockpiling ; Studies ; Supply chain management ; Tabu search ; Vehicles</subject><ispartof>Computers & operations research, 2011-08, Vol.38 (8), p.1199-1209</ispartof><rights>2010 Elsevier Ltd</rights><rights>2015 INIST-CNRS</rights><rights>Copyright Pergamon Press Inc. 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We consider a capacity-constrained plant that produces a number of items distributed by a fleet of homogenous vehicles to customers with known demand for each item in each period. The production planning defines the amount of each item produced in every period, while the distribution planning defines when customers should be visited, the amount of each item that should be delivered to customers, and the vehicle routes. The objective is to minimize production and inventory costs at the plant, inventory costs at the customers and distribution costs. We propose two tabu search variants for this problem, one that involves construction and a short-term memory, and one that incorporates a longer term memory used to integrate a path relinking procedure to the first variant. The proposed tabu search variants are tested on generated instances with up to ten items and on instances from the literature involving a single item.</description><subject>Applied sciences</subject><subject>Cost reduction</subject><subject>Costs</subject><subject>Customers</subject><subject>Distribution costs</subject><subject>Exact sciences and technology</subject><subject>Inventories</subject><subject>Inventory control, production control. Distribution</subject><subject>Logistics</subject><subject>Mathematical analysis</subject><subject>Operational research and scientific management</subject><subject>Operational research. Management science</subject><subject>Operations research</subject><subject>Optimization algorithms</subject><subject>Path relinking</subject><subject>Production planning</subject><subject>Production–distribution problem</subject><subject>Short term</subject><subject>Stockpiling</subject><subject>Studies</subject><subject>Supply chain management</subject><subject>Tabu search</subject><subject>Vehicles</subject><issn>0305-0548</issn><issn>1873-765X</issn><issn>0305-0548</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2011</creationdate><recordtype>article</recordtype><recordid>eNp9kEtOHDEQQC0UJCbAAdi1IqGseuJPf2xlFaHwkZBYABI7q2xXg4ce92B3g7LjDtwwJ4k7g7LIAi_KqvKrKusRcsToklHWfFst7RCXnP7Nl5Q3O2TBZCvKtqnvPpEFFbQuaV3JPfI5pRXNp-VsQa5vwExFQoj2oXjx40OxgRwi9j48-nBfdEMsIBQ-jHgfYURXbOLgJjv6Ifx-fXM-jdGbaU7nF9Pj-oDsdtAnPHy_98nt6c-bk_Py8urs4uTHZWmFomNplRGqko4pCqoCMIhWKdYIUxvTCcecEl3HG1NzVK1CKhCBVs5iIwFqEPvk63Zu3vs0YRr12ieLfQ8BhylpWdctZVUrM_nlP3I1TDHkz2nJuRKMyxliW8jGIaWInd5Ev4b4SzOqZ8l6pbNkPUueS1ly7jl-HwzJQt9FCNanf41cSC5EwzL3fcth9vHsMepkPQaLzke0o3aD_2DLH6XolAg</recordid><startdate>20110801</startdate><enddate>20110801</enddate><creator>Armentano, V.A.</creator><creator>Shiguemoto, A.L.</creator><creator>Løkketangen, A.</creator><general>Elsevier Ltd</general><general>Elsevier</general><general>Pergamon Press Inc</general><scope>6I.</scope><scope>AAFTH</scope><scope>IQODW</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>8FD</scope><scope>JQ2</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope></search><sort><creationdate>20110801</creationdate><title>Tabu search with path relinking for an integrated production–distribution problem</title><author>Armentano, V.A. ; Shiguemoto, A.L. ; Løkketangen, A.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c390t-c9b3948d190a94aabeec99163b5bbf3d1d93ff26b52e979e03eea04dce68aa5a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2011</creationdate><topic>Applied sciences</topic><topic>Cost reduction</topic><topic>Costs</topic><topic>Customers</topic><topic>Distribution costs</topic><topic>Exact sciences and technology</topic><topic>Inventories</topic><topic>Inventory control, production control. Distribution</topic><topic>Logistics</topic><topic>Mathematical analysis</topic><topic>Operational research and scientific management</topic><topic>Operational research. Management science</topic><topic>Operations research</topic><topic>Optimization algorithms</topic><topic>Path relinking</topic><topic>Production planning</topic><topic>Production–distribution problem</topic><topic>Short term</topic><topic>Stockpiling</topic><topic>Studies</topic><topic>Supply chain management</topic><topic>Tabu search</topic><topic>Vehicles</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Armentano, V.A.</creatorcontrib><creatorcontrib>Shiguemoto, A.L.</creatorcontrib><creatorcontrib>Løkketangen, A.</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>Pascal-Francis</collection><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Technology Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><jtitle>Computers & operations research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Armentano, V.A.</au><au>Shiguemoto, A.L.</au><au>Løkketangen, A.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Tabu search with path relinking for an integrated production–distribution problem</atitle><jtitle>Computers & operations research</jtitle><date>2011-08-01</date><risdate>2011</risdate><volume>38</volume><issue>8</issue><spage>1199</spage><epage>1209</epage><pages>1199-1209</pages><issn>0305-0548</issn><eissn>1873-765X</eissn><eissn>0305-0548</eissn><coden>CMORAP</coden><abstract>This paper deals with the problem of integrating production and distribution planning over periods of a finite horizon. 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The proposed tabu search variants are tested on generated instances with up to ten items and on instances from the literature involving a single item.</abstract><cop>Kidlington</cop><pub>Elsevier Ltd</pub><doi>10.1016/j.cor.2010.10.026</doi><tpages>11</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Applied sciences Cost reduction Costs Customers Distribution costs Exact sciences and technology Inventories Inventory control, production control. Distribution Logistics Mathematical analysis Operational research and scientific management Operational research. Management science Operations research Optimization algorithms Path relinking Production planning Production–distribution problem Short term Stockpiling Studies Supply chain management Tabu search Vehicles |
title | Tabu search with path relinking for an integrated production–distribution problem |
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