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Significance: In many engineering applications the final decision depends on the evaluation of a set of alternatives in terms of a number of decision criteria. This may be a difficult task and the Analytic Hierarchy Process seems to provide an effective way for properly quantifying the pertinent data. However, there are many critical issues that a decision maker needs to be aware of.