A production scheduling heuristic for an electronics manufacturer with sequence-dependent setup costs
In this paper, we develop a three-step heuristic to address a production scheduling problem at a high volume assemble-to-order electronics manufacturer. The heuristic provides a solution for scheduling multiple product families on parallel, identical production lines so as to minimize setup costs. T...
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Veröffentlicht in: | European journal of operational research 2008-06, Vol.187 (3), p.1100-1114 |
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creator | Monkman, Susan K. Morrice, Douglas J. Bard, Jonathan F. |
description | In this paper, we develop a three-step heuristic to address a production scheduling problem at a high volume assemble-to-order electronics manufacturer. The heuristic provides a solution for scheduling multiple product families on parallel, identical production lines so as to minimize setup costs. The heuristic involves assignment, sequencing, and time scheduling steps, with an optimization approach developed for each step. For the most complex step, the sequencing step, we develop a greedy randomized adaptive search procedure (GRASP). We compare the setup costs resulting from the use of our scheduling heuristic against a heuristic previously developed and implemented at the electronics manufacturer that assumes approximately equal, sequence-independent, setup costs. By explicitly considering the sequence-dependent setup costs and applying GRASP, our empirical results show a reduction in setups costs for an entire factory of 14–21% with a range of single production line reductions from 0% to 49%. |
doi_str_mv | 10.1016/j.ejor.2006.06.063 |
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The heuristic provides a solution for scheduling multiple product families on parallel, identical production lines so as to minimize setup costs. The heuristic involves assignment, sequencing, and time scheduling steps, with an optimization approach developed for each step. For the most complex step, the sequencing step, we develop a greedy randomized adaptive search procedure (GRASP). We compare the setup costs resulting from the use of our scheduling heuristic against a heuristic previously developed and implemented at the electronics manufacturer that assumes approximately equal, sequence-independent, setup costs. By explicitly considering the sequence-dependent setup costs and applying GRASP, our empirical results show a reduction in setups costs for an entire factory of 14–21% with a range of single production line reductions from 0% to 49%.</description><subject>Applied sciences</subject><subject>Comparative analysis</subject><subject>Computer science; control theory; systems</subject><subject>Control theory. Systems</subject><subject>Electronics industry</subject><subject>Exact sciences and technology</subject><subject>GRASP</subject><subject>Heuristic</subject><subject>Inventory control, production control. Distribution</subject><subject>Logistics</subject><subject>Operational research and scientific management</subject><subject>Operational research. Management science</subject><subject>Optimization</subject><subject>Product families</subject><subject>Production scheduling</subject><subject>Robotics</subject><subject>Scheduling</subject><subject>Scheduling, sequencing</subject><subject>Sequence-dependant setup costs</subject><subject>Studies</subject><subject>Traveling salesman subtour problem</subject><issn>0377-2217</issn><issn>1872-6860</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2008</creationdate><recordtype>article</recordtype><sourceid>X2L</sourceid><recordid>eNp9UU2LFDEQbUTBcfUPeAqCxx4r6a80eFkWv2DFi55DplJx0syk2yS9sv_e6p1lj4aqFCTvvVS9VNVbCXsJsv8w7Wma014B9PuHaJ5VO6kHVfe6h-fVDpphqJWSw8vqVc4TAMhOdruKrsWSZrdiCXMUGY_k1lOIv8WR1hRyCSj8nISNgk6EJc0xYBZnG1dvsayJkvgbylFk-rNSRKodLRQdxcJHZV0Ezrnk19ULb0-Z3jzWq-rX508_b77Wtz--fLu5vq2x1bLUqPRhwK5Vjeq0RyLvBoCWrPb-4MCOODg39qDtAbvuQIP1EnWvYdSds0y7qt5ddHkm7icXM81rivykUdDKZuzUwCB1AWGac07kzZLC2aZ7I8FsbprJbG6azU3zEA2Tvl9IiefDJwbxYihlc2cay4bzfs_JVM0lcDacy3YpgeWlbM2xnFnv_WOnNqM9-WQjhvyky3yAUXaM-3jBEdt2FyiZjGEz2oXE_2HcHP7X9j_ca6dR</recordid><startdate>20080616</startdate><enddate>20080616</enddate><creator>Monkman, Susan K.</creator><creator>Morrice, Douglas J.</creator><creator>Bard, Jonathan F.</creator><general>Elsevier B.V</general><general>Elsevier</general><general>Elsevier Sequoia S.A</general><scope>IQODW</scope><scope>DKI</scope><scope>X2L</scope><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></search><sort><creationdate>20080616</creationdate><title>A production scheduling heuristic for an electronics manufacturer with sequence-dependent setup costs</title><author>Monkman, Susan K. ; Morrice, Douglas J. ; Bard, Jonathan F.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c481t-c28b7c5423258fceefd7004ea8ffbd0a9c7dd9608abc55be7af1c8680985da423</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2008</creationdate><topic>Applied sciences</topic><topic>Comparative analysis</topic><topic>Computer science; control theory; systems</topic><topic>Control theory. Systems</topic><topic>Electronics industry</topic><topic>Exact sciences and technology</topic><topic>GRASP</topic><topic>Heuristic</topic><topic>Inventory control, production control. Distribution</topic><topic>Logistics</topic><topic>Operational research and scientific management</topic><topic>Operational research. Management science</topic><topic>Optimization</topic><topic>Product families</topic><topic>Production scheduling</topic><topic>Robotics</topic><topic>Scheduling</topic><topic>Scheduling, sequencing</topic><topic>Sequence-dependant setup costs</topic><topic>Studies</topic><topic>Traveling salesman subtour problem</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Monkman, Susan K.</creatorcontrib><creatorcontrib>Morrice, Douglas J.</creatorcontrib><creatorcontrib>Bard, Jonathan F.</creatorcontrib><collection>Pascal-Francis</collection><collection>RePEc IDEAS</collection><collection>RePEc</collection><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering 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>European journal of operational research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Monkman, Susan K.</au><au>Morrice, Douglas J.</au><au>Bard, Jonathan F.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A production scheduling heuristic for an electronics manufacturer with sequence-dependent setup costs</atitle><jtitle>European journal of operational research</jtitle><date>2008-06-16</date><risdate>2008</risdate><volume>187</volume><issue>3</issue><spage>1100</spage><epage>1114</epage><pages>1100-1114</pages><issn>0377-2217</issn><eissn>1872-6860</eissn><coden>EJORDT</coden><abstract>In this paper, we develop a three-step heuristic to address a production scheduling problem at a high volume assemble-to-order electronics manufacturer. 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subjects | Applied sciences Comparative analysis Computer science control theory systems Control theory. Systems Electronics industry Exact sciences and technology GRASP Heuristic Inventory control, production control. Distribution Logistics Operational research and scientific management Operational research. Management science Optimization Product families Production scheduling Robotics Scheduling Scheduling, sequencing Sequence-dependant setup costs Studies Traveling salesman subtour problem |
title | A production scheduling heuristic for an electronics manufacturer with sequence-dependent setup costs |
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