Supply Chain Joint Inventory Management and Cost Optimization Based on Ant Colony Algorithm and Fuzzy Model
With the advancement of the marketization process, inventory management has transformed from a single backup protection function to an essential function for enterprises, which helps to survive and develop. Inventory control in supply chain management is the important content of supply chain managem...
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Faculty of Mechanical Engineering in Slavonski Brod, Faculty of Electrical Engineering in Osijek, Faculty of Civil Engineering in Osijek
2019-01-01
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Online Access: | https://hrcak.srce.hr/file/332442 |
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doaj-607210d54fe640b192d9e35358cf8a532020-11-25T01:31:58ZengFaculty of Mechanical Engineering in Slavonski Brod, Faculty of Electrical Engineering in Osijek, Faculty of Civil Engineering in Osijek Tehnički Vjesnik1330-36511848-63392019-01-0126617291737Supply Chain Joint Inventory Management and Cost Optimization Based on Ant Colony Algorithm and Fuzzy ModelWenfang Yu0Guisheng Hou1Pengcheng Xia*2Jingjing Li3College of Economics and Management, Shandong University of Science and Technology, Qingdao, Shandong 266590, ChinaCollege of Economics and Management, Shandong University of Science and Technology, Qingdao, Shandong 266590, ChinaCollege of Materials Science and Engineering, Shandong University of Science and Technology, Qingdao, Shandong 266590, ChinaCollege of Mathematics and Systems Science, Shandong University of Science and Technology, Qingdao, Shandong 266590, ChinaWith the advancement of the marketization process, inventory management has transformed from a single backup protection function to an essential function for enterprises, which helps to survive and develop. Inventory control in supply chain management is the important content of supply chain management. The new management mode makes inventory management present many new characteristics and problems compared with traditional inventory management. From the view of system theory and integration theory, it is imperative to re-examine the problem of inventory control, put forward new inventory management strategies adapted to integrated supply chain management, and improve the integration of the whole supply chain, which can enhance the agility and market response speed of enterprises. Based on the in-depth study of the joint inventory management model, this paper analyzed the current situation of the joint inventory management to optimize the inventory. In view of the achievements and shortcomings of the current research, a more systematic and improved optimization model of the supply chain inventory was proposed by using the basic ideas of ant colony algorithm and fuzzy model.https://hrcak.srce.hr/file/332442ant colony algorithmcost optimizationfuzzy modelinventory managementsupply chain |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Wenfang Yu Guisheng Hou Pengcheng Xia* Jingjing Li |
spellingShingle |
Wenfang Yu Guisheng Hou Pengcheng Xia* Jingjing Li Supply Chain Joint Inventory Management and Cost Optimization Based on Ant Colony Algorithm and Fuzzy Model Tehnički Vjesnik ant colony algorithm cost optimization fuzzy model inventory management supply chain |
author_facet |
Wenfang Yu Guisheng Hou Pengcheng Xia* Jingjing Li |
author_sort |
Wenfang Yu |
title |
Supply Chain Joint Inventory Management and Cost Optimization Based on Ant Colony Algorithm and Fuzzy Model |
title_short |
Supply Chain Joint Inventory Management and Cost Optimization Based on Ant Colony Algorithm and Fuzzy Model |
title_full |
Supply Chain Joint Inventory Management and Cost Optimization Based on Ant Colony Algorithm and Fuzzy Model |
title_fullStr |
Supply Chain Joint Inventory Management and Cost Optimization Based on Ant Colony Algorithm and Fuzzy Model |
title_full_unstemmed |
Supply Chain Joint Inventory Management and Cost Optimization Based on Ant Colony Algorithm and Fuzzy Model |
title_sort |
supply chain joint inventory management and cost optimization based on ant colony algorithm and fuzzy model |
publisher |
Faculty of Mechanical Engineering in Slavonski Brod, Faculty of Electrical Engineering in Osijek, Faculty of Civil Engineering in Osijek |
series |
Tehnički Vjesnik |
issn |
1330-3651 1848-6339 |
publishDate |
2019-01-01 |
description |
With the advancement of the marketization process, inventory management has transformed from a single backup protection function to an essential function for enterprises, which helps to survive and develop. Inventory control in supply chain management is the important content of supply chain management. The new management mode makes inventory management present many new characteristics and problems compared with traditional inventory management. From the view of system theory and integration theory, it is imperative to re-examine the problem of inventory control, put forward new inventory management strategies adapted to integrated supply chain management, and improve the integration of the whole supply chain, which can enhance the agility and market response speed of enterprises. Based on the in-depth study of the joint inventory management model, this paper analyzed the current situation of the joint inventory management to optimize the inventory. In view of the achievements and shortcomings of the current research, a more systematic and improved optimization model of the supply chain inventory was proposed by using the basic ideas of ant colony algorithm and fuzzy model. |
topic |
ant colony algorithm cost optimization fuzzy model inventory management supply chain |
url |
https://hrcak.srce.hr/file/332442 |
work_keys_str_mv |
AT wenfangyu supplychainjointinventorymanagementandcostoptimizationbasedonantcolonyalgorithmandfuzzymodel AT guishenghou supplychainjointinventorymanagementandcostoptimizationbasedonantcolonyalgorithmandfuzzymodel AT pengchengxia supplychainjointinventorymanagementandcostoptimizationbasedonantcolonyalgorithmandfuzzymodel AT jingjingli supplychainjointinventorymanagementandcostoptimizationbasedonantcolonyalgorithmandfuzzymodel |
_version_ |
1725084132013244416 |