the essential multiobjectivity of linear programming

Clicks: 158
ID: 208406
2007
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Ranked #24 of 36 articles by views in jbi database of systematic reviews and implementation reports

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Abstract
It is argued that any non-trivial real world problems involve multiple objectives. The simplistic approach of combining objectives in linear form can generate highly misleading and biased results, and is poor operational research practice. Such biases are illustrated by means of a simple example, and it is demonstrated that two simple approaches based on goal programming and piecewise linear value functions can largely resolve these problems. These methods require careful attention to problem structuring but are easily implemented by use of standard linear programming (LP) packages.
Reference Key
stewart2007orionthe Use this key to autocite in the manuscript while using SciMatic Manuscript Manager or Thesis Manager
Authors ;TJ Stewart
Journal jbi database of systematic reviews and implementation reports
Year 2007
DOI
10.5784/23-1-43
URL
http://orion.journals.ac.za/pub/article/view/43
Keywords
general works

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