Publications

Below are some of the most important SMAA publications.

2012

  1. Tervonen, T. JSMAA: open source software for SMAA computations. International Journal of Systems Science, (to appear), 2012.

2011

  1. Valkenhoef, G. v., Tervonen, T., Zhao, J., Brock, B. de, Hillege, H. L. and Postmus, D. Multi-criteria benefit-risk assessment using network meta-analysis. Journal of Clinical Epidemiology, (to appear), 2011.
  2. Tervonen, T., Valkenhoef, G. v., Buskens, E., Hillege, H. L. and Postmus, D. A stochastic multicriteria model for evidence-based decision making in drug benefit-risk analysis. Statistics in Medicine, 30 (12): 1419-1428, 2011. [doi] 
  3. Aertsen, W., Kint, V., Orshoven, J. v. and Muys, B. Evaluation of modelling techniques for forest site productivity prediction in contrasting ecoregions using stochastic multicriteria acceptability analysis (SMAA). Environmental Modelling & Software, 26 (7): 929-937, 2011. [doi] 

2010

  1. Menou, A., Benallou, A., Lahdelma, R. and Salminen, P. Decision support for centralizing cargo at a Moroccan airport hub using stochastic multicriteria acceptability analysis. European Journal of Operational Research, 204 (3): 621-629, 2010. [doi] 

2009

  1. Lahdelma, R. and Salminen, P. Prospect theory and Stochastic Multicriteria Acceptability Analysis (SMAA). Omega, 37 (5): 961-971, 2009.
  2. Lahdelma, R., Makkonen, S. and Salminen, P. Two ways to handle dependent uncertainties in multi-criteria decision problems. Omega (1): 79-92, 2009. [doi] 
  3. Tervonen, T., Linkov, I., Steevens, J., Chappell, M., Figueira, J.R. and Merad, M. Risk-based classification system of nanomaterials. Journal of Nanoparticle Research, 11 (4): 757-766, 2009. [doi] 
  4. Tervonen, T., Figueira, J.R., Lahdelma, R., Dias, J. A. and Salminen, P. A stochastic method for robustness analysis in sorting problems. European Journal of Operational Research, 192 (1): 236-242, 2009. [doi] 
  5. Durbach, I.N. The use of the SMAA acceptability index in descriptive decision analysis. European Journal of Operational Research, 196 (3): 1229-1237, 2009. [doi] 
  6. Durbach, I. On the estimation of a satisficing model of choice using stochastic multicriteria acceptability analysis. Omega, 37 (3): 497-509, 2009. [doi] 
  7. Durbach, I.N. and Stewart, T.J. Using expected values to simplify decision making under uncertainty. Omega, 37 (2): 312-330, 2009. [doi] 

2008

  1. Tervonen, T., Hakonen, H. and Lahdelma, R. Elevator planning with Stochastic Multicriteria Acceptability Analysis. Omega, 36 (3): 352-362, 2008. [doi] 
  2. Tervonen, T. and Figueira, J.R. A survey on stochastic multicriteria acceptability analysis methods. Journal of Multi-Criteria Decision Analysis, 15 (1-2): 1-14, 2008. [doi] 

2007

  1. Tervonen, T. and Lahdelma, R. Implementing stochastic multicriteria acceptability analysis. European Journal of Operational Research, 178 (2): 500-513, 2007. [doi] 

2006

  1. Kangas, A., Kangas, J., Lahdelma, R. and Salminen, P. Using SMAA-2 method with dependent uncertainties for strategic forest planning. Forest Policy and Economics, 9: 113-125, 2006. [doi] 
  2. Lahdelma, R., Makkonen, S. and Salminen, P. Multivariate Gaussian criteria in SMAA. European Journal of Operational Research, 170 (3): 957-970, 2006. [doi] 
  3. Lahdelma, R. and Salminen, P. Classifying efficient alternatives in SMAA using cross confidence factors. European Journal of Operational Research, 170 (1): 228-240, 2006. [doi] 
  4. Durbach, I. A simulation-based test of stochastic multicriteria acceptability analysis using achievement functions. European Journal of Operational Research, 170 (3): 923-934, 2006. [doi] 
  5. Lahdelma, R. and Salminen, P. Stochastic multicriteria acceptability analysis using the data envelopment model. European Journal of Operational Research, 170 (1): 241-252, 2006. [doi] 

2005

  1. Lahdelma, R., Miettinen, K. and Salminen, P. Reference point approach for multiple decision makers. European Journal of Operational Research, 164 (3): 785-791, 2005. [doi] 

2003

  1. Lahdelma, R., Miettinen, K. and Salminen, P. Ordinal criteria in stochastic multicriteria acceptability analysis (SMAA). European Journal of Operational Research, 147 (1): 117-127, 2003. [doi] 
  2. Kangas, J., Hokkanen, J., Kangas, A., Lahdelma, R. and Salminen, P. Applying stochastic multicriteria acceptability analysis to forest ecosystem management with both cardinal and ordinal criteria. Forest Science, 49 (6): 928-937, 2003.
  3. Makkonen, S., Lahdelma, R., Asell, A. -M. and Jokinen, A. Multicriteria decision support in the liberated energy market. Journal of Multi-Criteria Decision Analysis, 12 (1): 27-42, 2003. [doi] 
  4. Kangas, J. and Kangas, A. Multicriteria approval and SMAA-O method in natural resources decision analysis with both ordinal and cardinal criteria. Journal of Multi-Criteria Decision Analysis, 12 (1): 3-15, 2003. [doi] 

2002

  1. Lahdelma, R., Salminen, P. and Hokkanen, J. Locating a waste treatment facility by using stochastic multicriteria acceptability analysis with ordinal criteria. European Journal of Operational Research, 142 (2): 345-356, 2002. [doi] 
  2. Lahdelma, R. and Salminen, P. Pseudo-criteria versus linear utility function in stochastic multi-criteria acceptability analysis. European Journal of Operational Research, 141 (2): 454-469, 2002. [doi] 

2001

  1. Lahdelma, R. and Salminen, P. SMAA-2: Stochastic multicriteria acceptability analysis for group decision making. Operations Research, 49 (3): 444-454, 2001. [doi] 

2000

  1. Hokkanen, J., Lahdelma, R. and Salminen, P. Multicriteria decision support in a technology competition for cleaning polluted soil in Helsinki. Journal of Environmental Management, 60 (4): 339-348, 2000. [doi] 
  2. Lahdelma, R., Salminen, P. and Hokkanen, J. Using multicriteria methods in environmental planning and management. Environmental Management, 26 (6): 595-605, 2000.

1999

  1. Hokkanen, J., Lahdelma, R. and Salminen, P. A multiple criteria decision model for analyzing and choosing among different development patterns for the Helsinki cargo harbor. Socio-Economic Planning Sciences, 33: 1-23, 1999.
  2. Miettinen, K. and Salminen, P. Decision-aid for discrete multiple criteria decision making problems with imprecise data. European Journal of Operational Research, 119 (1): 50-60, 1999. [doi] 

1998

  1. Lahdelma, R., Hokkanen, J. and Salminen, P. SMAA - Stochastic multiobjective acceptability analysis. European Journal of Operational Research, 106 (1): 137-143, 1998. [doi] 
  2. Hokkanen, J., Lahdelma, R., Miettinen, K. and Salminen, P. Determining the Implementation Order of a General Plan by Using a Multicriteria Method. Journal of Multi-Criteria Decision Analysis, 7 (5): 273-284, 1998. [doi]