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Simulation techniques for the sensitivity analysis of multi-criteria decision models

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  1. Vetschera, Rudolf & Chen, Ye & Hipel, Keith W. & Marc Kilgour, D., 2010. "Robustness and information levels in case-based multiple criteria sorting," European Journal of Operational Research, Elsevier, vol. 202(3), pages 841-852, May.
  2. Nakagawa, Yoshinori & Nasu, Seigo & Saito, Taiki & Yamaguchi, Nobuyoshi, 2010. "Analytic hierarchy based policy design method (AHPo) for solving societal problems that require a multifaceted approach," European Journal of Operational Research, Elsevier, vol. 207(3), pages 1545-1553, December.
  3. John C. Butler & James S. Dyer & Jianmin Jia, 2006. "Using Attributes to Predict Objectives in Preference Models," Decision Analysis, INFORMS, vol. 3(2), pages 100-116, June.
  4. Mohammed A. Al-Ghamdi & Khalid S. Al-Gahtani, 2022. "Integrated Value Engineering and Life Cycle Cost Modeling for HVAC System Selection," Sustainability, MDPI, vol. 14(4), pages 1-30, February.
  5. Iskender Peker & Ilker Murat AR & Ismail Erol & Cory Searcy, 2023. "Leveraging blockchain in response to a pandemic through disaster risk management: an IF-MCDM framework," Operations Management Research, Springer, vol. 16(2), pages 642-667, June.
  6. Çelik, Sefa & Peker, İskender & Gök-Kısa, A. Cansu & Büyüközkan, Gülçin, 2023. "Multi-criteria evaluation of medical waste management process under intuitionistic fuzzy environment: A case study on hospitals in Turkey," Socio-Economic Planning Sciences, Elsevier, vol. 86(C).
  7. Eduardo Fernandez & Jorge Navarro & Edgar Covantes & Jorge Rodriguez, 2017. "Analysis of the effectiveness of the theseus multi-criteria sorting method: theoretical remarks and experimental evidence," TOP: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 25(2), pages 314-339, July.
  8. Proll, Les, 2007. "ILP approaches to the blockmodel problem," European Journal of Operational Research, Elsevier, vol. 177(2), pages 840-850, March.
  9. R. Pelissari & M. C. Oliveira & S. Ben Amor & A. Kandakoglu & A. L. Helleno, 2020. "SMAA methods and their applications: a literature review and future research directions," Annals of Operations Research, Springer, vol. 293(2), pages 433-493, October.
  10. Rabta, Boualem, 2017. "Sensitivity analysis in inventory models by means of ergodicity coefficients," International Journal of Production Economics, Elsevier, vol. 188(C), pages 63-71.
  11. Durbach, Ian N. & Calder, Jon M., 2016. "Modelling uncertainty in stochastic multicriteria acceptability analysis," Omega, Elsevier, vol. 64(C), pages 13-23.
  12. Doumpos, M. & Marinakis, Y. & Marinaki, M. & Zopounidis, C., 2009. "An evolutionary approach to construction of outranking models for multicriteria classification: The case of the ELECTRE TRI method," European Journal of Operational Research, Elsevier, vol. 199(2), pages 496-505, December.
  13. Caporale, Diana & Sangiorgio, Valentino & Amodio, Alessandro & De Lucia, Caterina, 2020. "Multi-criteria and focus group analysis for social acceptance of wind energy," Energy Policy, Elsevier, vol. 140(C).
  14. Jessop, Alan, 2014. "IMP: A decision aid for multiattribute evaluation using imprecise weight estimates," Omega, Elsevier, vol. 49(C), pages 18-29.
  15. Borgonovo, E., 2010. "Sensitivity analysis with finite changes: An application to modified EOQ models," European Journal of Operational Research, Elsevier, vol. 200(1), pages 127-138, January.
  16. Lahdelma, Risto & Salminen, Pekka, 2009. "Prospect theory and stochastic multicriteria acceptability analysis (SMAA)," Omega, Elsevier, vol. 37(5), pages 961-971, October.
  17. Ram, Camelia, 2020. "Scenario presentation and scenario generation in multi-criteria assessments: An exploratory study," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
  18. Mustajoki, Jyri & Hamalainen, Raimo P. & Lindstedt, Mats R.K., 2006. "Using intervals for global sensitivity and worst-case analyses in multiattribute value trees," European Journal of Operational Research, Elsevier, vol. 174(1), pages 278-292, October.
  19. Menou, Abdellah & Benallou, Abdelhanine & Lahdelma, Risto & Salminen, Pekka, 2010. "Decision support for centralizing cargo at a Moroccan airport hub using stochastic multicriteria acceptability analysis," European Journal of Operational Research, Elsevier, vol. 204(3), pages 621-629, August.
  20. Elham Haghshenas & Mehdi Gholamalifard & Nemat Mahmoudi & Tiit Kutser, 2021. "Developing a GIS-Based Decision Rule for Sustainable Marine Aquaculture Site Selection: An Application of the Ordered Weighted Average Procedure," Sustainability, MDPI, vol. 13(5), pages 1-23, March.
  21. John Butler & Douglas J. Morrice & Peter W. Mullarkey, 2001. "A Multiple Attribute Utility Theory Approach to Ranking and Selection," Management Science, INFORMS, vol. 47(6), pages 800-816, June.
  22. McKenna, R. & Bertsch, V. & Mainzer, K. & Fichtner, W., 2018. "Combining local preferences with multi-criteria decision analysis and linear optimization to develop feasible energy concepts in small communities," European Journal of Operational Research, Elsevier, vol. 268(3), pages 1092-1110.
  23. Wang, Jingguo & Zionts, Stanley, 2006. "The aspiration level interactive method (AIM) reconsidered: Robustness of solutions," European Journal of Operational Research, Elsevier, vol. 175(2), pages 948-958, December.
  24. Ichiro Nishizaki & Hideki Katagiri & Tomohiro Hayashida, 2010. "Sensitivity analysis incorporating fuzzy evaluation for scaling constants of multiattribute utility functions," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 18(3), pages 383-396, September.
  25. Chao Fu & Weiyong Liu & Wenjun Chang, 2020. "Data-driven multiple criteria decision making for diagnosis of thyroid cancer," Annals of Operations Research, Springer, vol. 293(2), pages 833-862, October.
  26. Wulf, David & Bertsch, Valentin, 2016. "A natural language generation approach to support understanding and traceability of multi-dimensional preferential sensitivity analysis in multi-criteria decision making," MPRA Paper 75025, University Library of Munich, Germany.
  27. Arwa Khannoussi & Alexandru-Liviu Olteanu & Patrick Meyer & Nawal Benabbou, 2024. "A regret-based query selection strategy for the incremental elicitation of the criteria weights in an SRMP model," Operational Research, Springer, vol. 24(2), pages 1-21, June.
  28. Kunsch, Pierre L. & Ishizaka, Alessio, 2019. "A note on using centroid weights in additive multi-criteria decision analysis," European Journal of Operational Research, Elsevier, vol. 277(1), pages 391-393.
  29. Eduardo Fernandez & Jorge Navarro & Rafael Olmedo, 2018. "Characterization of the Effectiveness of Several Outranking-Based Multi-Criteria Sorting Methods," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 17(04), pages 1047-1084, July.
  30. Chen, Hongyi & Kocaoglu, Dundar F., 2008. "A sensitivity analysis algorithm for hierarchical decision models," European Journal of Operational Research, Elsevier, vol. 185(1), pages 266-288, February.
  31. Rabia Bovkir & Eda Ustaoglu & Arif Cagdas Aydinoglu, 2023. "Assessment of Urban Quality of Life Index at Local Scale with Different Weighting Approaches," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 165(2), pages 655-678, January.
  32. Durbach, Ian N. & Stewart, Theodor J., 2012. "A comparison of simplified value function approaches for treating uncertainty in multi-criteria decision analysis," Omega, Elsevier, vol. 40(4), pages 456-464.
  33. Manel Baucells & Juan A. Carrasco & Robin M. Hogarth, 2008. "Cumulative Dominance and Heuristic Performance in Binary Multiattribute Choice," Operations Research, INFORMS, vol. 56(5), pages 1289-1304, October.
  34. Tervonen, Tommi & van Valkenhoef, Gert & Baştürk, Nalan & Postmus, Douwe, 2013. "Hit-And-Run enables efficient weight generation for simulation-based multiple criteria decision analysis," European Journal of Operational Research, Elsevier, vol. 224(3), pages 552-559.
  35. Paula Sarabando & Luís C. Dias & Rudolf Vetschera, 2013. "Mediation with Incomplete Information: Approaches to Suggest Potential Agreements," Group Decision and Negotiation, Springer, vol. 22(3), pages 561-597, May.
  36. Mustajoki, Jyri, 2012. "Effects of imprecise weighting in hierarchical preference programming," European Journal of Operational Research, Elsevier, vol. 218(1), pages 193-201.
  37. Haag, Fridolin & Chennu, Arjun, 2023. "Assessing whether decisions are more sensitive to preference or prediction uncertainty with a value of information approach," Omega, Elsevier, vol. 121(C).
  38. Mario Martín-Gamboa & Luis C. Dias & Paula Quinteiro & Fausto Freire & Luís Arroja & Ana Cláudia Dias, 2019. "Multi-Criteria and Life Cycle Assessment of Wood-Based Bioenergy Alternatives for Residential Heating: A Sustainability Analysis," Energies, MDPI, vol. 12(22), pages 1-17, November.
  39. Ghaderi, Mohammad & Kadziński, Miłosz, 2021. "Incorporating uncovered structural patterns in value functions construction," Omega, Elsevier, vol. 99(C).
  40. Arika Ligmann-Zielinska & Piotr Jankowski, 2012. "Impact of proximity-adjusted preferences on rank-order stability in geographical multicriteria decision analysis," Journal of Geographical Systems, Springer, vol. 14(2), pages 167-187, April.
  41. Butler, John C. & Dyer, James S. & Jia, Jianmin & Tomak, Kerem, 2008. "Enabling e-transactions with multi-attribute preference models," European Journal of Operational Research, Elsevier, vol. 186(2), pages 748-765, April.
  42. Ascough, J.C. & Maier, H.R. & Ravalico, J.K. & Strudley, M.W., 2008. "Future research challenges for incorporation of uncertainty in environmental and ecological decision-making," Ecological Modelling, Elsevier, vol. 219(3), pages 383-399.
  43. Stephen P. Chambal & Jeffery D. Weir & Yucel R. Kahraman & Alex J. Gutman, 2011. "A Practical Procedure for Customizable One-Way Sensitivity Analysis in Additive Value Models," Decision Analysis, INFORMS, vol. 8(4), pages 303-321, December.
  44. Durbach, Ian N. & Stewart, Theodor J., 2009. "Using expected values to simplify decision making under uncertainty," Omega, Elsevier, vol. 37(2), pages 312-330, April.
  45. Chao Fu & Min Xue & Wenjun Chang, 2022. "Multiple criteria decision making with reliability of assessment," Annals of Operations Research, Springer, vol. 312(1), pages 121-157, May.
  46. E. S. Levine, 2012. "Estimating Conditional Probabilities of Terrorist Attacks: Modeling Adversaries with Uncertain Value Tradeoffs," Risk Analysis, John Wiley & Sons, vol. 32(2), pages 294-303, February.
  47. Abbas, Ali E. & Hupman, Andrea C., 2023. "Scale dependence in weight and rate multicriteria decision methods," European Journal of Operational Research, Elsevier, vol. 309(1), pages 225-235.
  48. D. Marc Kilgour & Rudolf Vetschera, 2024. "Two-Person Fair Division with Additive Valuations," Group Decision and Negotiation, Springer, vol. 33(4), pages 745-774, August.
  49. Pegdwendé Minoungou & Vincent Mousseau & Wassila Ouerdane & Paolo Scotton, 2023. "A MIP-based approach to learn MR-Sort models with single-peaked preferences," Annals of Operations Research, Springer, vol. 325(2), pages 795-817, June.
  50. Alexandru-Liviu Olteanu & Khaled Belahcene & Vincent Mousseau & Wassila Ouerdane & Antoine Rolland & Jun Zheng, 2022. "Preference elicitation for a ranking method based on multiple reference profiles," 4OR, Springer, vol. 20(1), pages 63-84, March.
  51. Ali E. Abbas, 2006. "Maximum Entropy Utility," Operations Research, INFORMS, vol. 54(2), pages 277-290, April.
  52. A Jessop, 2011. "Using imprecise estimates for weights," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 62(6), pages 1048-1055, June.
  53. Dias, Luis C., 2024. "On the sigma-mu stochastic multicriteria analysis: Exact solutions for common particular cases," Omega, Elsevier, vol. 127(C).
  54. Jiménez, Antonio & Mateos, Alfonso & Ríos-Insua, Sixto, 2009. "Missing consequences in multiattribute utility theory," Omega, Elsevier, vol. 37(2), pages 395-410, April.
  55. Ali Abbas, 2004. "Maximum Entropy Utility," Game Theory and Information 0403002, University Library of Munich, Germany.
  56. Yael Grushka-Cockayne & Bert De Reyck & Zeger Degraeve, 2008. "An Integrated Decision-Making Approach for Improving European Air Traffic Management," Management Science, INFORMS, vol. 54(8), pages 1395-1409, August.
  57. Bezoui, Madani & Olteanu, Alexandru-Liviu & Sevaux, Marc, 2023. "Integrating preferences within multiobjective flexible job shop scheduling," European Journal of Operational Research, Elsevier, vol. 305(3), pages 1079-1086.
  58. Yael Grushka-Cockayne & Bert De Reyck, 2009. "Towards a Single European Sky," Interfaces, INFORMS, vol. 39(5), pages 400-414, October.
  59. Arwa Khannoussi & Alexandru-Liviu Olteanu & Christophe Labreuche & Patrick Meyer, 2022. "Simple ranking method using reference profiles: incremental elicitation of the preference parameters," 4OR, Springer, vol. 20(3), pages 499-530, September.
  60. Scholz, Michael & Dorner, Verena & Schryen, Guido & Benlian, Alexander, 2017. "A configuration-based recommender system for supporting e-commerce decisions," European Journal of Operational Research, Elsevier, vol. 259(1), pages 205-215.
  61. Johannes G. Jaspersen & Gilberto Montibeller, 2015. "Probability Elicitation Under Severe Time Pressure: A Rank‐Based Method," Risk Analysis, John Wiley & Sons, vol. 35(7), pages 1317-1335, July.
  62. Patelli, Edoardo & Feng, Geng & Coolen, Frank P.A. & Coolen-Maturi, Tahani, 2017. "Simulation methods for system reliability using the survival signature," Reliability Engineering and System Safety, Elsevier, vol. 167(C), pages 327-337.
  63. Cohen, Sandra & Doumpos, Michael & Neofytou, Evi & Zopounidis, Constantin, 2012. "Assessing financial distress where bankruptcy is not an option: An alternative approach for local municipalities," European Journal of Operational Research, Elsevier, vol. 218(1), pages 270-279.
  64. Tervonen, Tommi & Figueira, José Rui & Lahdelma, Risto & Dias, Juscelino Almeida & Salminen, Pekka, 2009. "A stochastic method for robustness analysis in sorting problems," European Journal of Operational Research, Elsevier, vol. 192(1), pages 236-242, January.
  65. Hodgkin, Julie & Belton, Valerie & Koulouri, Anastasia, 2005. "Supporting the intelligent MCDA user: A case study in multi-person multi-criteria decision support," European Journal of Operational Research, Elsevier, vol. 160(1), pages 172-189, January.
  66. Haddad, Malik & Sanders, David, 2018. "Selection of discrete multiple criteria decision making methods in the presence of risk and uncertainty," Operations Research Perspectives, Elsevier, vol. 5(C), pages 357-370.
  67. Lucia Della Spina, 2023. "A Prefeasibility Study for the Adaptive Reuse of Cultural Historical Landscapes as Drivers and Enablers of Sustainable Development," Sustainability, MDPI, vol. 15(15), pages 1-30, August.
  68. Ioannis Kougkoulos & M. Selim Cakir & Nathan Kunz & Doreen S. Boyd & Alexander Trautrims & Kornilia Hatzinikolaou & Stefan Gold, 2021. "A Multi‐Method Approach to Prioritize Locations of Labor Exploitation for Ground‐Based Interventions," Production and Operations Management, Production and Operations Management Society, vol. 30(12), pages 4396-4411, December.
  69. Philipp Kranabitl & Clemens Faustmann & Hannes Hick, 2021. "Decision Making for Sustainable Technical Applications with the SMH Approach," Sustainability, MDPI, vol. 13(16), pages 1-17, August.
  70. Antti Punkka & Ahti Salo, 2014. "Scale Dependence and Ranking Intervals in Additive Value Models Under Incomplete Preference Information," Decision Analysis, INFORMS, vol. 11(2), pages 83-104, June.
  71. Valentin Bertsch & Wolf Fichtner, 2016. "A participatory multi-criteria approach for power generation and transmission planning," Annals of Operations Research, Springer, vol. 245(1), pages 177-207, October.
  72. Lahdelma, Risto & Makkonen, Simo & Salminen, Pekka, 2009. "Two ways to handle dependent uncertainties in multi-criteria decision problems," Omega, Elsevier, vol. 37(1), pages 79-92, February.
  73. Scholten, Lisa & Schuwirth, Nele & Reichert, Peter & Lienert, Judit, 2015. "Tackling uncertainty in multi-criteria decision analysis – An application to water supply infrastructure planning," European Journal of Operational Research, Elsevier, vol. 242(1), pages 243-260.
  74. Luis V. Montiel & J. Eric Bickel, 2014. "A Generalized Sampling Approach for Multilinear Utility Functions Given Partial Preference Information," Decision Analysis, INFORMS, vol. 11(3), pages 147-170, September.
  75. Luis C. Dias & Carolina Passeira & João Malça & Fausto Freire, 2022. "Integrating life-cycle assessment and multi-criteria decision analysis to compare alternative biodiesel chains," Annals of Operations Research, Springer, vol. 312(2), pages 1359-1374, May.
  76. Mats Danielson & Love Ekenberg, 2016. "The CAR Method for Using Preference Strength in Multi-criteria Decision Making," Group Decision and Negotiation, Springer, vol. 25(4), pages 775-797, July.
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