The grand tour: a tool for viewing multidimensional data
SIAM Journal on Scientific and Statistical Computing
The visual display of quantitative information
The visual display of quantitative information
Technometrics
Computers, pattern, chaos and beauty
Computers, pattern, chaos and beauty
Gestalt system of holistic graphics: new management support view of MCDM
Computers and Operations Research
Using harmonious houses for visual pairwise comparison of multiple criteria alternatives
Decision Support Systems
Scientific visualization: techniques and applications
Scientific visualization: techniques and applications
Recent developments in screening methods for nondominated solutions in multiobjective optimization
Computers and Operations Research - Special issue: implementing multiobjective optimization methods: behavioral and computational issues
GRADS: a new graphical display system for visualizing multiple criteria solutions
Computers and Operations Research - Special issue: implementing multiobjective optimization methods: behavioral and computational issues
The PROMCALC & GAIA decision support system for multicriteria decision aid
Proceedings of the conference on First specialized conference on decision support systems
Information visualization: perception for design
Information visualization: perception for design
Interactive multiobjective optimization system WWW-NIMBUS on the internet
Computers and Operations Research - Special issue on artificial intelligence and decision support with multiple criteria
knowCube: a visual and interactive support for multicriteria decision making
Computers and Operations Research
Evolutionary Algorithms for Solving Multi-Objective Problems (Genetic and Evolutionary Computation)
Evolutionary Algorithms for Solving Multi-Objective Problems (Genetic and Evolutionary Computation)
Introduction to Multiobjective Optimization: Noninteractive Approaches
Multiobjective Optimization
Visualization in the Multiple Objective Decision-Making Framework
Multiobjective Optimization
Visualizing the Pareto Frontier
Multiobjective Optimization
Excel Data Analysis: Modeling and Simulation
Excel Data Analysis: Modeling and Simulation
IEEE Transactions on Evolutionary Computation
Proceedings of the 1st ACM SIGSPATIAL International Workshop on MapInteraction
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When solving decision problems where multiple conflicting criteria are to be considered simultaneously, decision makers must compare several different alternatives and select the most preferred one. The task of comparing multidimensional vectors is very demanding for the decision maker without any support. Different graphical visualization tools can be used to support and help the decision maker in understanding similarities and differences between the alternatives and graphical illustration is a very important part of decision support systems that are used in solving multiple criteria decision making problems. The visualization task is by no means trivial because, on the one hand, the graphics must be easy to comprehend and not too much information should be lost but, on the other hand, no extra unintentional information should be included. In this paper, we survey and analyze different ways of visualizing a small set of discrete alternatives graphically in the context of multiple criteria decision making. Some of the ways discussed are widely used and some others deserve to be brought into a wider awareness. This survey provides a starting point for all those who deal with multiple criteria decision making problems and need information of what kind of visualization techniques could be put to use in order to support the decision maker better.