Fuzzy-connective-based hierarchical aggregation networks for decision making

作者: Raghu Krishnapuram , Joonwhoan Lee

DOI: 10.1016/0165-0114(92)90263-4

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摘要: Abstract Decision making is usually based on the aggregation of several criteria. Although can be performed at one level in simple cases, more complex situations it becomes necessary that a hierarchical manner multilevel framework. This particularly true many engineering applications. In this paper, we investigate use fuzzy connectives multilayer networks to arrive appropriate overall functions. The characteristics suitable are studied and an iterative algorithm determine type function its parameters each node network proposed. We believe our scheme powerful flexible, since types determined using algorithm. behavior also modified depending desired ‘attitude’. Conditions for unique convergence cases discussed, examples applications method presented.

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