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The Heuristic Rating Estimation Method enables decision-makers to decidebased on existing ranking data and expert comparisons. In this approach, theranking values of selected alternatives are known in advance, while thesevalues have to be calculated for the remaining ones. Their calculation can beperformed using either an additive or a multiplicative method. Both methodsassumed that the pairwise comparison sets involved in the computation werecomplete. In this paper, we show how these algorithms can be extended so thatthe experts do not need to compare all alternatives pairwise. Thanks to theshortening of the work of experts, the presented, improved methods will reducethe costs of the decision-making procedure and facilitate and shorten the stageof collecting decision-making data.

Heuristic Rating Estimation Method for the incomplete pairwise comparisons matrices