globalchange  > 全球变化的国际研究计划
DOI: 10.1016/j.techfore.2018.03.020
WOS记录号: WOS:000471735700052
论文题名:
Dynamic supplier selection and lot-sizing problem considering carbon emissions in a big data environment
作者: Lamba, Kuldeep; Singh, Surya Prakash
通讯作者: Singh, Surya Prakash
刊名: TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE
ISSN: 0040-1625
EISSN: 1873-5509
出版年: 2019
卷: 144, 页码:573-584
语种: 英语
英文关键词: Supplier selection ; Big Data ; Carbon emissions ; Lot-sizing ; Mixed-integer non-linear program
WOS关键词: ORDER ALLOCATION PROBLEM ; CHAIN MANAGEMENT ; PREDICTIVE ANALYTICS ; MULTIPLE CRITERIA ; MODEL ; FUTURE ; OPERATIONS ; LOGISTICS ; DECISIONS ; SERVICE
WOS学科分类: Business ; Regional & Urban Planning
WOS研究方向: Business & Economics ; Public Administration
英文摘要:

Selection of the right suppliers with a view of overall reduction in the procurement cost as well as carbon emissions is an important task for the buyers to sustain in the fierce competitive environment The rising concerns about carbon emissions due to severe climatic changes globally have forced supply chain managers to restrategize about controlling their carbon emissions. This paper proposes a dynamic supplier selection model incorporating the carbon emissions under the carbon cap-and-trade scenario. Carbon emissions caused due to ordering, holding the inventory, production and handling and transportation have been considered in the paper. The proposed mathematical model is a mixed-integer-non-linear-program (MINLP). Validation of the proposed MINLP has been done using two randomly generated datasets having the essential parameters of Big Data, i.e. volume, velocity, and variety.


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资源类型: 期刊论文
标识符: http://119.78.100.158/handle/2HF3EXSE/142920
Appears in Collections:全球变化的国际研究计划

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作者单位: Indian Inst Technol Delhi, Dept Management Studies, Delhi, India

Recommended Citation:
Lamba, Kuldeep,Singh, Surya Prakash. Dynamic supplier selection and lot-sizing problem considering carbon emissions in a big data environment[J]. TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE,2019-01-01,144:573-584
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