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Development of a cell formation heuristic by considering realistic data using principal component analysis and Taguchi's method
Kumar, Shailendra; Sharma, Rajiv Kumar - In: Journal of Industrial Engineering International 11 (2015), pp. 87-100
Over the last four decades of research, numerous cell formation algorithms have been developed and tested, still this research remains of interest to this day. Appropriate manufacturing cells formation is the first step in designing a cellular manufacturing system. In cellular manufacturing,...
Persistent link: https://www.econbiz.de/10011640836
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Why do people participate in Web surveys? : applying survey participation theory to Internet survey data collection
Keusch, Florian - In: Management review quarterly : systematic literature … 65 (2015) 3, pp. 183-216
In recent years Web survey have emerged as the most popular mode of primary data collection in market and social research. To improve our understanding about the influence of different societal-level factors, characteristics of the sample person, and attributes of the survey design on...
Persistent link: https://www.econbiz.de/10011283683
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Understanding the structure of bin packing problems through principal component analysis
López-Camacho, Eunice; Terashima-Marín, Hugo; Ochoa, … - In: International journal of production economics 145 (2013) 2, pp. 488-499
Persistent link: https://www.econbiz.de/10010187903
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A comment on "what makes a VRP solution good? : the generation of problem-specific knowledge for heuristics"
Lucas, Flavien; Billot, Romain; Sevaux, Marc - In: Computers & operations research : and their … 110 (2019), pp. 130-134
Persistent link: https://www.econbiz.de/10012065098
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Understanding the structure of bin packing problems through principal component analysis
López-Camacho, Eunice; Terashima-Marín, Hugo; Ochoa, … - In: International Journal of Production Economics 145 (2013) 2, pp. 488-499
considers six heuristics and their combination through an evolutionary hyper-heuristic framework. A wide set of problem … heuristics and hyper-heuristics is then super-imposed into these maps to visually reveal relationships between problem features … studied heuristics and hyper-heuristics. The PCA maps give a valuable indication of the combination of features characterizing …
Persistent link: https://www.econbiz.de/10011043334
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Financial conditions indexes for Asian economies
Debuque-Gonzales, Margarita; Socorro Gochoco-Bautista, Maria - 2013
Financial conditions indexes (FCIs) are constructed for five Asian economies, namely, Hong Kong, China; Japan; the Republic of Korea; Malaysia; and Singapore, using a principal component analysis (PCA) methodology from Hatzius et al. (2010) and quarterly data. Various financial stress indicators are...
Persistent link: https://www.econbiz.de/10009734252
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Discussion of "principal volatility component analysis" by Yu-Pin Hu and Ruey Tsay
McAleer, Michael - 2014
Persistent link: https://www.econbiz.de/10010359780
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Discussion of "Principal Volatility Component Analysis" by Yu-Pin Hu and Ruey Tsay
McAleer, Michael - 2014
Persistent link: https://www.econbiz.de/10010348324
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Discussion of "Principal Volatility Component Analysis" by Yu-Pin Hu and Ruey Tsay
McAleer, Michael - 2014
This note discusses some aspects of the paper by Hu and Tsay (2014), "Principal Volatility Component Analysis". The key issues are considered, and are also related to existing conditional covariance and correlation models. Some caveats are given about multivariate models of time-varying...
Persistent link: https://www.econbiz.de/10010250536
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Treatments of non-metric variables in partial least squares and principal component analysis
Yoon, Jisu; Krivobokova, Tatyana - 2015
This paper reviews various treatments of non-metric variables in Partial Least Squares (PLS) and Principal Component Analysis (PCA) algorithms. The performance of different treatments is compared in the extensive simulation study under several typical data generating processes and...
Persistent link: https://www.econbiz.de/10010498613