Integrated dynamic interval data envelopment analysis in the presence of integer and negative data

نویسندگان

چکیده

<p style='text-indent:20px;'>The conventional data envelopment analysis (DEA) models presume that the values of input-output variables decision-making units (DMUs) are precisely known. However, some real-life situations can authoritatively mandate to vary in concrete fine-tuned ranges, which include negative and measures allowed take integer only. Our study proposes an integrated dynamic DEA model accommodate interval-valued integer-valued features values. The proposed one-step follows directional distance function approach determine efficiency DMUs over time presence carryovers connecting consecutive periods. We use pessimistic optimistic standpoints evaluate respective lower upper bounds interval scores DMUs. compare our with a few relevant studies literature. also validate on synthetically generated dataset. Furthermore, we showcase procedure's applicability real dataset from 2014 2018 airlines operating India.</p>

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ژورنال

عنوان ژورنال: Journal of Industrial and Management Optimization

سال: 2022

ISSN: ['1547-5816', '1553-166X']

DOI: https://doi.org/10.3934/jimo.2021023