標題: Using DEA to optimize a mixture design with multiple responses incorporating cost considerations
作者: Tsai, Chih-Wei
Tong, Lee-Ing
Wang, Chung-Ho
工業工程與管理學系
Department of Industrial Engineering and Management
關鍵字: cost;data envelopment analysis;mixture design;multiple responses
公開日期: 1-Jul-2008
摘要: Mixture design (MD), which is commonly adopted in chemical-manufacturing, food-processing or pharmaceutical industry, is more suitable than other design of experiment methods when component proportion is a crucial influence on product quality. This study develops an optimization procedure, which utilizes Data envelopment analysis to analyze multiple inputs/outputs and costs for experiments with mixtures. Proposed procedure can optimize MD with multiple responses while maintaining low manufacturing costs, and thus enhance manufacturer competitive advantage. As demonstrated in the case of formulation design for automobile rubber bowls, proposed procedure optimizes experiments with mixtures while minimizing costs.
URI: http://hdl.handle.net/11536/8680
ISSN: 0022-4456
期刊: JOURNAL OF SCIENTIFIC & INDUSTRIAL RESEARCH
Volume: 67
Issue: 7
起始頁: 479
結束頁: 485
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