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|Title:||A two-phased gradient technique for budget allocation: An application to data collection budget allocation in efficiency measurement of DEA|
|Source:||Wong, W.P.,Lee, L.H.,Jaruphongsa, W. (2010). A two-phased gradient technique for budget allocation: An application to data collection budget allocation in efficiency measurement of DEA. ICECT 2010 - Proceedings of the 2010 2nd International Conference on Electronic Computer Technology : 93-96. ScholarBank@NUS Repository. https://doi.org/10.1109/ICECTECH.2010.5479979|
|Abstract:||This paper presents a gradient based algorithm to solve the data collection budget allocation problem in efficiency measurement of DEA. A hard limit is put on how many total readings can be collected and we aim to determine how these should be allocated among the different attributes. A two-phased gradient technique is developed to solve this problem. The numerical results showed that the proposed gradient based algorithm performs well in solving the problem. The insight from the results reveal that, it is important to allocate the budget intelligently and the proposed algorithm serves as a potential method in this area. ©2010 IEEE.|
|Source Title:||ICECT 2010 - Proceedings of the 2010 2nd International Conference on Electronic Computer Technology|
|Appears in Collections:||Staff Publications|
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