Fuzzy sets, uncertainty, and information
Fuzzy sets, uncertainty, and information
The mean value of a fuzzy number
Fuzzy Sets and Systems - Fuzzy Numbers
On the variance of fuzzy random variables
Fuzzy Sets and Systems
Pareto-Front Exploration with Uncertain Objectives
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
Inverse multi-objective robust evolutionary design
Genetic Programming and Evolvable Machines
The shortest path problem on networks with fuzzy parameters
Fuzzy Sets and Systems
Reliability-based multi-objective optimization using evolutionary algorithms
EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization
Searching for robust pareto-optimal solutions in multi-objective optimization
EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization
Multi-objective optimization of problems with epistemic uncertainty
EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization
Many objective robust decision making for complex environmental systems undergoing change
Environmental Modelling & Software
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In this article we present a methodological framework entitled `Analysis of Uncertainty and Robustness in Evolutionary Optimization' or AUREO for short. This methodology was developed as a diagnosis tool to analyze the characteristics of the decision-making problems to be solved with Multi-Objective Evolutionary Algorithms (MOEA) in order to: 1) determine the mathematical program that represents best the current problem in terms of the available information, and 2) to help the design or adaptation of the MOEA meant to solve the mathematical program. Regarding the first point, the different versions of decision-making problems in the presence of uncertainty are reduced to a few classes, while for the second point possible configurations of MOEA are suggested in terms of the type of uncertainty and the theory used to represent it. Finally, the AUREO has been introduced and tested successfully in different applications in [1].