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Multiple attribute decision making with multiple formats of attribute aspirations : a method based on prospect theory

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2013

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Fan, Zhi-Ping
Zhang, Xiao
Zhao, Yan-Ru

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https://doi.org/10.1142/S0219622013500260
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International Journal of Information Technology & Decision Making. 2013, 12(04), pp. 711-727. ISSN 0219-6220. eISSN 1793-6845. Available under: doi: 10.1142/S0219622013500260

Zusammenfassung

In this paper, a method based on prospect theory is proposed to solve the multiple attribute decision making (MADM) problem with three formats of attribute aspirations. According to the idea of prospect theory, reference points concerning attributes are first determined. Then, for the three formats of attribute aspirations, the calculation formulae of alternatives' gains/losses concerning attributes are given. By calculating each alternative's gain/loss, a gain–loss matrix is constructed. Further, using the value function from prospect theory and the simple additive weighting method, the overall prospect value of each alternative is calculated. Based on the obtained overall prospect values, a ranking of alternatives can be determined. Finally, a case study is given to illustrate the use of the proposed method.

Zusammenfassung in einer weiteren Sprache

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330 Wirtschaft

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Multiple attribute decision making (MADM); attribute aspiration; prospect theory; reference point; gain; loss

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ISO 690FAN, Zhi-Ping, Xiao ZHANG, Yan-Ru ZHAO, Fadong CHEN, 2013. Multiple attribute decision making with multiple formats of attribute aspirations : a method based on prospect theory. In: International Journal of Information Technology & Decision Making. 2013, 12(04), pp. 711-727. ISSN 0219-6220. eISSN 1793-6845. Available under: doi: 10.1142/S0219622013500260
BibTex
@article{Fan2013-07Multi-42467,
  year={2013},
  doi={10.1142/S0219622013500260},
  title={Multiple attribute decision making with multiple formats of attribute aspirations : a method based on prospect theory},
  number={04},
  volume={12},
  issn={0219-6220},
  journal={International Journal of Information Technology & Decision Making},
  pages={711--727},
  author={Fan, Zhi-Ping and Zhang, Xiao and Zhao, Yan-Ru and Chen, Fadong}
}
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