Linear optimization with multiple equitable criteria

Michael M. Kostreva; Wodzimierz Ogryczak

RAIRO - Operations Research (2010)

  • Volume: 33, Issue: 3, page 275-297
  • ISSN: 0399-0559

Abstract

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The standard multiple criteria optimization starts with an assumption that the criteria are incomparable. However, there are many applications in which the criteria express ideas of allocation of resources meant to achieve some equitable distribution. This paper focuses on solving linear multiple criteria optimization problems with uniform criteria treated in an equitable way. An axiomatic definition of equitable efficiency is introduced as an refinement of Pareto-optimality. Various generation techniques are examined and the structure of the equitably efficient set is analyzed.

How to cite

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Kostreva, Michael M., and Ogryczak, Wodzimierz. "Linear optimization with multiple equitable criteria ." RAIRO - Operations Research 33.3 (2010): 275-297. <http://eudml.org/doc/197801>.

@article{Kostreva2010,
abstract = { The standard multiple criteria optimization starts with an assumption that the criteria are incomparable. However, there are many applications in which the criteria express ideas of allocation of resources meant to achieve some equitable distribution. This paper focuses on solving linear multiple criteria optimization problems with uniform criteria treated in an equitable way. An axiomatic definition of equitable efficiency is introduced as an refinement of Pareto-optimality. Various generation techniques are examined and the structure of the equitably efficient set is analyzed. },
author = {Kostreva, Michael M., Ogryczak, Wodzimierz},
journal = {RAIRO - Operations Research},
keywords = {Multiple criteria; linear programming; efficiency; equity. ; multiple criteria; equity},
language = {eng},
month = {3},
number = {3},
pages = {275-297},
publisher = {EDP Sciences},
title = {Linear optimization with multiple equitable criteria },
url = {http://eudml.org/doc/197801},
volume = {33},
year = {2010},
}

TY - JOUR
AU - Kostreva, Michael M.
AU - Ogryczak, Wodzimierz
TI - Linear optimization with multiple equitable criteria
JO - RAIRO - Operations Research
DA - 2010/3//
PB - EDP Sciences
VL - 33
IS - 3
SP - 275
EP - 297
AB - The standard multiple criteria optimization starts with an assumption that the criteria are incomparable. However, there are many applications in which the criteria express ideas of allocation of resources meant to achieve some equitable distribution. This paper focuses on solving linear multiple criteria optimization problems with uniform criteria treated in an equitable way. An axiomatic definition of equitable efficiency is introduced as an refinement of Pareto-optimality. Various generation techniques are examined and the structure of the equitably efficient set is analyzed.
LA - eng
KW - Multiple criteria; linear programming; efficiency; equity. ; multiple criteria; equity
UR - http://eudml.org/doc/197801
ER -

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