By Shiuh-Nan Hwang, Hsuan-Shih Lee, Visit Amazon's Joe Zhu Page, search results, Learn about Author Central, Joe Zhu,
ISBN-10: 1489977031
ISBN-13: 9781489977038
ISBN-10: 1489977058
ISBN-13: 9781489977052
This guide specializes in facts Envelopment research (DEA) purposes in operations analytics that are basic instruments and methods for bettering operation capabilities and achieving long term competitiveness. in truth, the guide demonstrates that DEA will be seen as info Envelopment Analytics.
Chapters comprise a overview of cross-efficiency review; a case research on measuring the environmental functionality of OECS international locations; how you can decide on a collection of functionality metrics in DEA with an software to American banks; a relational community version to take the operations of person classes under consideration in measuring efficiencies; how the effective frontier equipment DEA and stochastic frontier research (SFA) can be utilized synergistically; and the way to combine DEA and multidimensional scaling.
In different chapters, authors build a dynamic three-stage community DEA version; a bootstrapping dependent technique to guage returns to scale and convexity assumptions in DEA; hybridizing DEA and cooperative video games; utilizing DEA to symbolize the creation know-how and directional distance capabilities to degree band functionality; an input-specific Luenberger strength and environmental productiveness indicator; and the difficulty of reference set by way of differentiating among the uniquely came across reference set and the unary and maximal sorts of the reference set.
Finally, extra chapters evaluation and examine the technological development saw in several hybrid electrical cars (HEV) marketplace segments during the last 15 years; radial dimension of potency for the creation method owning multi-components less than diversified creation applied sciences; matters round the use of accounting details in DEA; the best way to use DEA environmental review to set up company sustainability; a precis of study efforts on DEA environmental evaluate utilized to strength within the final 30 years; and an summary of DEA and the way it may be applied by myself and with different suggestions to enquire company environmental sustainability questions.
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Additional info for Handbook of Operations Analytics Using Data Envelopment Analysis
Example text
Wang, Y. , & Wang, S. (2013). Approaches to determining the relative importance weights for cross-efficiency aggregation in data envelopment analysis. Journal of the Operational Research Society, 64(1), 60–69. , & Chen, Y. (2009a). DEA game cross-efficiency approach to Olympic rankings. Omega, 37(4), 909–918. , & Yang, F. (2009b). Achievement and benchmarking of countries at the Summer Olympics using cross-efficiency evaluation method. European Journal of Operational Research, 197(2), 722–730. , & Yang, F.
Wang, S. (2013). Approaches to determining the relative importance weights for cross-efficiency aggregation in data envelopment analysis. Journal of the Operational Research Society, 64(1), 60–69. , & Chen, Y. (2009a). DEA game cross-efficiency approach to Olympic rankings. Omega, 37(4), 909–918. , & Yang, F. (2009b). Achievement and benchmarking of countries at the Summer Olympics using cross-efficiency evaluation method. European Journal of Operational Research, 197(2), 722–730. , & Yang, F.
2004), Zaim (2004), and Zhou et al. (2006a, b, 2007a, b, 2010a, b, 2012). Therefore, in this section we only introduce several typical DEA models for measuring environmental performance under the CRS environmental DEA technology. However, these models can be easily adapted to the case of VRS environmental DEA technology as mentioned above. 1 Environmental Efficiency Index A standardized environmental efficiency index, which lies between zero and one, is often derived when multilateral comparison of environmental performance is concerned.
Handbook of Operations Analytics Using Data Envelopment Analysis by Shiuh-Nan Hwang, Hsuan-Shih Lee, Visit Amazon's Joe Zhu Page, search results, Learn about Author Central, Joe Zhu,
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