Research on Task-Service Network Node Matching Method Based on Multi-Objective Optimization Model in Dynamic Hyper-Network Environment
In order to reduce the cost of manufacturing and service for the Cloud 3D printing (C3DP) manufacturing grid, to solve the problem of resources optimization deployment for no-need preference under circumstance of cloud manufacturing, consider the interests of enterprises which need Cloud 3D printing...
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MDPI AG
2021
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oai:doaj.org-article:5c41fc01980c451a899759b0343dcfef2021-11-25T18:23:55ZResearch on Task-Service Network Node Matching Method Based on Multi-Objective Optimization Model in Dynamic Hyper-Network Environment10.3390/mi121114272072-666Xhttps://doaj.org/article/5c41fc01980c451a899759b0343dcfef2021-11-01T00:00:00Zhttps://www.mdpi.com/2072-666X/12/11/1427https://doaj.org/toc/2072-666XIn order to reduce the cost of manufacturing and service for the Cloud 3D printing (C3DP) manufacturing grid, to solve the problem of resources optimization deployment for no-need preference under circumstance of cloud manufacturing, consider the interests of enterprises which need Cloud 3D printing resources and cloud platform operators, together with QoS and flexibility of both sides in the process of Cloud 3D printing resources configuration service, a task-service network node matching method based on Multi-Objective optimization model in dynamic hyper-network environment is built for resource allocation. This model represents interests of the above-mentioned two parties. In addition, the model examples are solved by modifying Mathematical algorithm of Node Matching and Evolutionary Solutions. Results prove that the model and the algorithm are feasible, effective and stable.Cheng-lei ZhangJia-jia LiuHu HanXiao-jie WangBo YuanShen-le ZhuangKang YangMDPI AGarticlecloud manufacturing (CMfg)Cloud 3D printing (C3DP) device resourcescomplex networkmanufacturing resource servicesService-oriented manufacturing (SOM)task-serviceMechanical engineering and machineryTJ1-1570ENMicromachines, Vol 12, Iss 1427, p 1427 (2021) |
institution |
DOAJ |
collection |
DOAJ |
language |
EN |
topic |
cloud manufacturing (CMfg) Cloud 3D printing (C3DP) device resources complex network manufacturing resource services Service-oriented manufacturing (SOM) task-service Mechanical engineering and machinery TJ1-1570 |
spellingShingle |
cloud manufacturing (CMfg) Cloud 3D printing (C3DP) device resources complex network manufacturing resource services Service-oriented manufacturing (SOM) task-service Mechanical engineering and machinery TJ1-1570 Cheng-lei Zhang Jia-jia Liu Hu Han Xiao-jie Wang Bo Yuan Shen-le Zhuang Kang Yang Research on Task-Service Network Node Matching Method Based on Multi-Objective Optimization Model in Dynamic Hyper-Network Environment |
description |
In order to reduce the cost of manufacturing and service for the Cloud 3D printing (C3DP) manufacturing grid, to solve the problem of resources optimization deployment for no-need preference under circumstance of cloud manufacturing, consider the interests of enterprises which need Cloud 3D printing resources and cloud platform operators, together with QoS and flexibility of both sides in the process of Cloud 3D printing resources configuration service, a task-service network node matching method based on Multi-Objective optimization model in dynamic hyper-network environment is built for resource allocation. This model represents interests of the above-mentioned two parties. In addition, the model examples are solved by modifying Mathematical algorithm of Node Matching and Evolutionary Solutions. Results prove that the model and the algorithm are feasible, effective and stable. |
format |
article |
author |
Cheng-lei Zhang Jia-jia Liu Hu Han Xiao-jie Wang Bo Yuan Shen-le Zhuang Kang Yang |
author_facet |
Cheng-lei Zhang Jia-jia Liu Hu Han Xiao-jie Wang Bo Yuan Shen-le Zhuang Kang Yang |
author_sort |
Cheng-lei Zhang |
title |
Research on Task-Service Network Node Matching Method Based on Multi-Objective Optimization Model in Dynamic Hyper-Network Environment |
title_short |
Research on Task-Service Network Node Matching Method Based on Multi-Objective Optimization Model in Dynamic Hyper-Network Environment |
title_full |
Research on Task-Service Network Node Matching Method Based on Multi-Objective Optimization Model in Dynamic Hyper-Network Environment |
title_fullStr |
Research on Task-Service Network Node Matching Method Based on Multi-Objective Optimization Model in Dynamic Hyper-Network Environment |
title_full_unstemmed |
Research on Task-Service Network Node Matching Method Based on Multi-Objective Optimization Model in Dynamic Hyper-Network Environment |
title_sort |
research on task-service network node matching method based on multi-objective optimization model in dynamic hyper-network environment |
publisher |
MDPI AG |
publishDate |
2021 |
url |
https://doaj.org/article/5c41fc01980c451a899759b0343dcfef |
work_keys_str_mv |
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