4.7 Article

Inducing a probability distribution in Stochastic Multicriteria Acceptability Analysis

Related references

Note: Only part of the references are listed.
Article Management

Bayesian ordinal regression for multiple criteria choice and ranking

Zice Ru et al.

Summary: This paper proposes a novel Bayesian Ordinal Regression approach for multiple criteria choice and ranking problems. The approach utilizes an additive value function model to represent the Decision Maker's preferences in the form of pairwise comparisons. It applies the Bayesian rule to derive a posterior distribution over potential value functions and employs the Metropolis-Hastings method for summarizing the distribution and conducting robustness analysis.

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (2022)

Article Operations Research & Management Science

SMAA methods and their applications: a literature review and future research directions

R. Pelissari et al.

ANNALS OF OPERATIONS RESEARCH (2020)

Article Operations Research & Management Science

Estimating criteria weight distributions in multiple criteria decision making: a Bayesian approach

Barbaros Yet et al.

ANNALS OF OPERATIONS RESEARCH (2020)

Article Computer Science, Artificial Intelligence

Inducing probability distributions on the set of value functions by Subjective Stochastic Ordinal Regression

Salvatore Corrente et al.

KNOWLEDGE-BASED SYSTEMS (2016)

Article Management

Hit-And-Run enables efficient weight generation for simulation-based multiple criteria decision analysis

Tommi Tervonen et al.

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (2013)

Article Computer Science, Artificial Intelligence

Robust ordinal regression in preference learning and ranking

Salvatore Corrente et al.

MACHINE LEARNING (2013)

Article Management

An Overview of ELECTRE Methods and their Recent Extensions

Jose Rui Figueira et al.

JOURNAL OF MULTI-CRITERIA DECISION ANALYSIS (2013)

Article Management

Building a set of additive value functions representing a reference preorder and intensities of preference: GRIP method

Jose Rui Figueira et al.

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (2009)

Article Management

Ordinal regression revisited: Multiple criteria ranking using a set of additive value functions

Salvatore Greco et al.

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (2008)

Article Economics

Using SMAA-2 method with dependent uncertainties for strategic forest planning

Annika S. Kangas et al.

FOREST POLICY AND ECONOMICS (2006)

Article Management

Multivariate Gaussian criteria in SMAA

R Lahdelma et al.

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (2006)

Article Management

Resolving inconsistencies among constraints on the parameters of an MCDA model

V Mousseau et al.

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (2003)

Review Management

Preference disaggregation:: 20 years of MCDA experience

E Jacquet-Lagrèze et al.

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (2001)