采用遗传算法对工艺变量进行评价

Q3 Business, Management and Accounting
Tim Neumann, T. Teich, Joerg Militzer, D. Kretz
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引用次数: 0

摘要

个体客户需求、价格压力和在要求的日期和时间交货的可能性是中小型企业(SME)的重要因素。这些公司通常在单件或小批量生产的分支中,希望成为大公司的供应商。由于这些相互关联的标准,大公司的决策者不得不调查潜在的供应商。考虑到制造产品的不同变体以及对资源和能力的过早调查使得在提案准备期间增加已知因素成为可能。因此,本文引入了一个概念框架,用于评估制造产品的不同工艺变量。在这个框架中,我们正在使用遗传算法来优化和评估过程变量,包括必要的资源及其在评估期间的电容使用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Using genetic algorithm for the evaluation of process variants
Individual customer demands, price pressure and the probability to deliver at the required date and time are important factors for small and medium sized enterprises (SME). These companies, often in the branch of single-part or small-series production, want to be the supplier for larger companies. Decision makers in large companies have to investigate potential suppliers due to these mostly interrelated criteria. Considering different variants of manufacturing a product and the premature investigation of resources and there capacities make it possible to increase known factors during the proposal preparation. Therefore, this paper is introducing a conceptual framework for the evaluation of different process variants to manufacture a product. In this framework, we are using genetic algorithms to optimise and evaluate process variants including the necessary resources and their capacitive use in an evaluated period.
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来源期刊
International Journal of Services Operations and Informatics
International Journal of Services Operations and Informatics Business, Management and Accounting-Management Information Systems
CiteScore
1.60
自引率
0.00%
发文量
9
期刊介绍: The advances in distributed computing and networks make it possible to link people, heterogeneous service providers and physically isolated services efficiently and cost-effectively. As the economic dynamics and the complexity of service operations continue to increase, it becomes a critical challenge to leverage information technology in achieving world-class quality and productivity in the production and delivery of physical goods and services. The IJSOI, a fully refereed journal, provides the primary forum for both academic and industry researchers and practitioners to propose and foster discussion on state-of-the-art research and development in the areas of service operations and the role of informatics towards improving their efficiency and competitiveness.
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