SMAA-TRI: A parameter stability analysis method for ELECTRE TRI

T. Tervonen; R. Lahdelma; J. Almeida Dias; J. Figueira; Pekka Salminen

doi:10.1007/978-1-4020-5802-8_15

SMAA-TRI: A parameter stability analysis method for ELECTRE TRI

T. Tervonen^*, R. Lahdelma, J. Almeida Dias, J. Figueira, Pekka Salminen

^*Corresponding author for this work

Not published at Aalto University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

30 Citations (Scopus)

Abstract

ELECTRE TRI is a multiple criteria decision aiding sorting method with a history of successful real-life applications. ELECTRE TRI requires as input several parameters, such as criteria weights, thresholds, category profiles, and lambda cutting level. We propose the SMAA-TRI method for analyzing the stability of ELECTRE TRI analysis and for deriving robust conclusions. SMAA-TRI is based on Stochastic Multicriteria Acceptability Analysis (SMAA), and it allows ELECTRE TRI to be used with imprecise, arbitrarily distributed values for weights and the lambda cutting level. The method computes for each alternative action the share of parameter values that have it assigned to different categories. We list some potential military applications. To demonstrate SMAA-TRI, we re-analyze a case study in the field of risk assessment and management.

Original language	English
Title of host publication	Environmental Security in Harbors and Coastal Areas
Subtitle of host publication	Management Using Comparative Risk Assessment and Multi-Criteria Decision Analysis
Editors	Igor Linkov, Gregory A. Kiker, Richard J. Wenning
Publisher	SPRINGER
Pages	217-231
Number of pages	15
ISBN (Electronic)	978-1-4020-5802-8
ISBN (Print)	978-1-4020-5800-4
DOIs	https://doi.org/10.1007/978-1-4020-5802-8_15
Publication status	Published - 2007
MoE publication type	A4 Article in a conference publication
Event	NATO Advanced Research Workshop - Thessaloniki , Greece Duration: 17 Apr 2005 → 21 Apr 2005

Publication series

Name	Nato Security trough Science Series, Series C: Environmental Security
Publisher	Springer Netherland
Number	Part 3
ISSN (Print)	1871-4668

Workshop

Workshop	NATO Advanced Research Workshop
Abbreviated title	ARW
Country/Territory	Greece
City	Thessaloniki
Period	17/04/2005 → 21/04/2005

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Tervonen, T., Lahdelma, R., Almeida Dias, J., Figueira, J., & Salminen, P. (2007). SMAA-TRI: A parameter stability analysis method for ELECTRE TRI. In I. Linkov, G. A. Kiker, & R. J. Wenning (Eds.), Environmental Security in Harbors and Coastal Areas : Management Using Comparative Risk Assessment and Multi-Criteria Decision Analysis (pp. 217-231). (Nato Security trough Science Series, Series C: Environmental Security; No. Part 3). SPRINGER. https://doi.org/10.1007/978-1-4020-5802-8_15

Tervonen, T. ; Lahdelma, R. ; Almeida Dias, J. et al. / SMAA-TRI : A parameter stability analysis method for ELECTRE TRI. Environmental Security in Harbors and Coastal Areas : Management Using Comparative Risk Assessment and Multi-Criteria Decision Analysis. editor / Igor Linkov ; Gregory A. Kiker ; Richard J. Wenning. SPRINGER, 2007. pp. 217-231 (Nato Security trough Science Series, Series C: Environmental Security; Part 3).

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title = "SMAA-TRI: A parameter stability analysis method for ELECTRE TRI",

abstract = "ELECTRE TRI is a multiple criteria decision aiding sorting method with a history of successful real-life applications. ELECTRE TRI requires as input several parameters, such as criteria weights, thresholds, category profiles, and lambda cutting level. We propose the SMAA-TRI method for analyzing the stability of ELECTRE TRI analysis and for deriving robust conclusions. SMAA-TRI is based on Stochastic Multicriteria Acceptability Analysis (SMAA), and it allows ELECTRE TRI to be used with imprecise, arbitrarily distributed values for weights and the lambda cutting level. The method computes for each alternative action the share of parameter values that have it assigned to different categories. We list some potential military applications. To demonstrate SMAA-TRI, we re-analyze a case study in the field of risk assessment and management.",

author = "T. Tervonen and R. Lahdelma and {Almeida Dias}, J. and J. Figueira and Pekka Salminen",

year = "2007",

doi = "10.1007/978-1-4020-5802-8_15",

language = "English",

isbn = "978-1-4020-5800-4",

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editor = "Linkov, {Igor } and Kiker, {Gregory A. } and Wenning, {Richard J. }",

booktitle = "Environmental Security in Harbors and Coastal Areas",

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note = "NATO Advanced Research Workshop, ARW ; Conference date: 17-04-2005 Through 21-04-2005",

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Tervonen, T, Lahdelma, R, Almeida Dias, J, Figueira, J & Salminen, P 2007, SMAA-TRI: A parameter stability analysis method for ELECTRE TRI. in I Linkov, GA Kiker & RJ Wenning (eds), Environmental Security in Harbors and Coastal Areas : Management Using Comparative Risk Assessment and Multi-Criteria Decision Analysis. Nato Security trough Science Series, Series C: Environmental Security, no. Part 3, SPRINGER, pp. 217-231, NATO Advanced Research Workshop, Thessaloniki , Greece, 17/04/2005. https://doi.org/10.1007/978-1-4020-5802-8_15

SMAA-TRI : A parameter stability analysis method for ELECTRE TRI. / Tervonen, T.; Lahdelma, R.; Almeida Dias, J. et al.

Environmental Security in Harbors and Coastal Areas : Management Using Comparative Risk Assessment and Multi-Criteria Decision Analysis. ed. / Igor Linkov; Gregory A. Kiker; Richard J. Wenning. SPRINGER, 2007. p. 217-231 (Nato Security trough Science Series, Series C: Environmental Security; No. Part 3).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

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T2 - NATO Advanced Research Workshop

AU - Tervonen, T.

AU - Lahdelma, R.

AU - Almeida Dias, J.

AU - Figueira, J.

AU - Salminen, Pekka

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N2 - ELECTRE TRI is a multiple criteria decision aiding sorting method with a history of successful real-life applications. ELECTRE TRI requires as input several parameters, such as criteria weights, thresholds, category profiles, and lambda cutting level. We propose the SMAA-TRI method for analyzing the stability of ELECTRE TRI analysis and for deriving robust conclusions. SMAA-TRI is based on Stochastic Multicriteria Acceptability Analysis (SMAA), and it allows ELECTRE TRI to be used with imprecise, arbitrarily distributed values for weights and the lambda cutting level. The method computes for each alternative action the share of parameter values that have it assigned to different categories. We list some potential military applications. To demonstrate SMAA-TRI, we re-analyze a case study in the field of risk assessment and management.

AB - ELECTRE TRI is a multiple criteria decision aiding sorting method with a history of successful real-life applications. ELECTRE TRI requires as input several parameters, such as criteria weights, thresholds, category profiles, and lambda cutting level. We propose the SMAA-TRI method for analyzing the stability of ELECTRE TRI analysis and for deriving robust conclusions. SMAA-TRI is based on Stochastic Multicriteria Acceptability Analysis (SMAA), and it allows ELECTRE TRI to be used with imprecise, arbitrarily distributed values for weights and the lambda cutting level. The method computes for each alternative action the share of parameter values that have it assigned to different categories. We list some potential military applications. To demonstrate SMAA-TRI, we re-analyze a case study in the field of risk assessment and management.

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T3 - Nato Security trough Science Series, Series C: Environmental Security

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Tervonen T, Lahdelma R, Almeida Dias J, Figueira J, Salminen P. SMAA-TRI: A parameter stability analysis method for ELECTRE TRI. In Linkov I, Kiker GA, Wenning RJ, editors, Environmental Security in Harbors and Coastal Areas : Management Using Comparative Risk Assessment and Multi-Criteria Decision Analysis. SPRINGER. 2007. p. 217-231. (Nato Security trough Science Series, Series C: Environmental Security; Part 3). doi: 10.1007/978-1-4020-5802-8_15

SMAA-TRI: A parameter stability analysis method for ELECTRE TRI

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