Tackling uncertainty in multi-criteria decision analysis–An application to water supply infrastructure planning

L Scholten, N Schuwirth, P Reichert, J Lienert - European journal of …, 2015 - Elsevier
We present a novel approach for practically tackling uncertainty in preference elicitation and
predictive modeling to support complex multi-criteria decisions based on multi-attribute utility …

Multicriteria methods for group decision processes: an overview

A Salo, RP Hämäläinen, TJ Lahtinen - Handbook of group decision and …, 2021 - Springer
Important decisions are often taken by groups of decision makers who need to choose
among several alternatives in view of multiple objectives, in recognition of the interests of …

Comparison of multi-criteria decision analytical software for supporting environmental planning processes

J Mustajoki, M Marttunen - Environmental Modelling & Software, 2017 - Elsevier
In this paper, we analyze 23 multi-criteria decision analysis software tools in terms of their
applicability to support environmental planning processes. Our aim is to survey what kind of …

Multicriteria decision analysis in group decision processes

A Salo, RP Hämäläinen - Handbook of group decision and negotiation, 2010 - Springer
Important decisions are often taken by groups of decision makers who need to make choices
among several alternatives, based on an appraisal of how the alternatives are likely to …

Methods to inform the development of concise objectives hierarchies in multi-criteria decision analysis

M Marttunen, F Haag, V Belton, J Mustajoki… - European Journal of …, 2019 - Elsevier
Building a well-structured objectives hierarchy is central to multi-criteria decision analysis
(MCDA). However, in the absence of a systematic methodology to support the process, this …

A spatial-statistical approach to the visualisation of uncertainty in land suitability analysis

KK Benke, C Pelizaro - Journal of Spatial Science, 2010 - Taylor & Francis
A formal GIS-based procedure known as land suitability analysis (LSA) is used to determine
the most appropriate crops for cultivation in different geographical locations. The approach …

Two-stage stochastic, large-scale optimization of a decentralized energy system: a case study focusing on solar PV, heat pumps and storage in a residential quarter

H Schwarz, V Bertsch, W Fichtner - OR spectrum, 2018 - Springer
The expansion of fluctuating renewable energy sources leads to an increasing impact of
weather-related uncertainties on future decentralized energy systems. Stochastic modeling …

Accounting for uncertainty in value judgements when applying multi-attribute value theory

RA Estévez, FH Alamos, T Walshe… - Environmental Modeling & …, 2018 - Springer
In environmental decisions, analysts commonly face substantial uncertainties around
stakeholders' values judgments. Multi-Attribute Value Theory (MAVT), a family of multi …

Preference programming–multicriteria weighting models under incomplete information

A Salo, RP Hämäläinen - Handbook of multicriteria analysis, 2010 - Springer
Useful decision recommendations can often be provided even if the model parameters are
not exactly specified. The recognition of this fact has spurred the development of multicriteria …

Interactive computer support in decision conferencing: Two cases on off-site nuclear emergency management

J Mustajoki, RP Hämäläinen, K Sinkko - Decision support systems, 2007 - Elsevier
In this paper, we study the new opportunities offered by the interactive use of advanced
multicriteria software in decision conferencing. We analyze and make observations on this …