Given the variety of scales on which attributes can be measured, multicriteria decision analysis requires that the values contained in the various criterion map layers be transformed to comparable units. A number of approaches can be used to make criterion map layers comparable, e.g. linear scale transformation method, value/utility function approaches, probabilistic approach, etc.
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