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Structural Comparison of Data Envelopment Analysis and Multiple Objective Linear Programming

  • Tarja Joro

    (Helsinki School of Economics and Business Administration, Runeberginkatu 14--16, 00100 Helsinki, Finland)

  • Pekka Korhonen

    (Helsinki School of Economics and Business Administration, Runeberginkatu 14--16, 00100 Helsinki, Finland)

  • Jyrki Wallenius

    (Helsinki School of Economics and Business Administration, Runeberginkatu 14--16, 00100 Helsinki, Finland)

The concept of efficiency as it applies to Decision Making Units (DMUs), solutions, alternatives plays an important role both in Data Envelopment Analysis (DEA) and Multiple Objective Linear Programming (MOLP). Despite this and other apparent similarities, DEA and MOLP research has developed separately. We show that structurally the DEA formulation to identify efficient units is quite similar to the MOLP model based on the reference point or the reference direction approach to generate efficient solutions. DEA and MOLP should not be seen as substitutes, but rather as complements. We show that they cross-fertilize each other. MOLP provides interesting extensions to DEA and DEA provides new areas of application to MOLP.

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File URL: http://dx.doi.org/10.1287/mnsc.44.7.962
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Article provided by INFORMS in its journal Management Science.

Volume (Year): 44 (1998)
Issue (Month): 7 (July)
Pages: 962-970

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Handle: RePEc:inm:ormnsc:v:44:y:1998:i:7:p:962-970
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  1. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
  2. Doyle, J & Green, R, 1993. "Data envelopment analysis and multiple criteria decision making," Omega, Elsevier, vol. 21(6), pages 713-715, November.
  3. Korhonen, Pekka J. & Laakso, Jukka, 1986. "A visual interactive method for solving the multiple criteria problem," European Journal of Operational Research, Elsevier, vol. 24(2), pages 277-287, February.
  4. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
  5. Thanassoulis, E. & Dyson, R. G., 1992. "Estimating preferred target input-output levels using data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 56(1), pages 80-97, January.
  6. Stewart, TJ, 1992. "A critical survey on the status of multiple criteria decision making theory and practice," Omega, Elsevier, vol. 20(5-6), pages 569-586.
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