Table 17 Comparison of proposed operators with some exiting operators.

From: Smart system for forecasting financial outcomes and supporting strategic choices

Authors

AOs

Ranking of alternatives

The optimal alternative

Fan et al.55

COPRAS method

\({M^{\kappa }}_{4} \succ {M^{\kappa }}_{8} \succ {M^{\kappa }}_{7} \succ {M^{\kappa }}_{5}\succ {M^{\kappa }}_{2} \succ {M^{\kappa }}_{6}\succ {M^{\kappa }}_{3} \succ {M^{\kappa }}_{1}\)

\({M^{\kappa }}_{4}\)

Riaz et al.56

q-ROFHOWAGA with TOPSIS

\({M^{\kappa }}_{4} \succ {M^{\kappa }}_{8} \succ {M^{\kappa }}_{7} \succ {M^{\kappa }}_{6}\succ {M^{\kappa }}_{5} \succ {M^{\kappa }}_{2}\succ {M^{\kappa }}_{3} \succ {M^{\kappa }}_{1}\)

\({M^{\kappa }}_{4}\)

Yazdi57

Hybrid-modified TOPSIS

\({M^{\kappa }}_{4} \succ {M^{\kappa }}_{8} \succ {M^{\kappa }}_{7} \succ {M^{\kappa }}_{5}\succ {M^{\kappa }}_{3} \succ {M^{\kappa }}_{2}\succ {M^{\kappa }}_{6} \succ {M^{\kappa }}_{1}\)

\({M^{\kappa }}_{4}\)

Rouyendegh58

ELECTRE model

\({M^{\kappa }}_{4} \succ {M^{\kappa }}_{8} \succ {M^{\kappa }}_{2} \succ {M^{\kappa }}_{5}\succ {M^{\kappa }}_{6} \succ {M^{\kappa }}_{7}\succ {M^{\kappa }}_{3} \succ {M^{\kappa }}_{1}\)

\({M^{\kappa }}_{4}\)

Ali59

CRITIC-MARCOS

\({M^{\kappa }}_{4} \succ {M^{\kappa }}_{8} \succ {M^{\kappa }}_{7} \succ {M^{\kappa }}_{5}\succ {M^{\kappa }}_{3} \succ {M^{\kappa }}_{2}\succ {M^{\kappa }}_{6} \succ {M^{\kappa }}_{1}\)

\({M^{\kappa }}_{4}\)

Roy, & Garai60

Delphi method

\({M^{\kappa }}_{4} \succ {M^{\kappa }}_{8} \succ {M^{\kappa }}_{5} \succ {M^{\kappa }}_{3}\succ {M^{\kappa }}_{2} \succ {M^{\kappa }}_{7}\succ {M^{\kappa }}_{6} \succ {M^{\kappa }}_{1}\)

\({M^{\kappa }}_{4}\)

Proposed

OWCM with AROMAN

\({M^{\kappa }}_{4} \succ {M^{\kappa }}_{8} \succ {M^{\kappa }}_{3} \succ {M^{\kappa }}_{7}\succ {M^{\kappa }}_{6} \succ {M^{\kappa }}_{5}\succ {M^{\kappa }}_{2} \succ {M^{\kappa }}_{1}\)

\({M^{\kappa }}_{4}\)

Proposed

OWCM with ERUNS

\({M^{\kappa }}_{4} \succ {M^{\kappa }}_{8} \succ {M^{\kappa }}_{2} \succ {M^{\kappa }}_{7}\succ {M^{\kappa }}_{6} \succ {M^{\kappa }}_{5}\succ {M^{\kappa }}_{1} \succ {M^{\kappa }}_{3}\)

\({M^{\kappa }}_{4}\)

Proposed

OWCM with WASPAS

\({M^{\kappa }}_{4} \succ {M^{\kappa }}_{8} \succ {M^{\kappa }}_{7} \succ {M^{\kappa }}_{2}\succ {M^{\kappa }}_{1} \succ {M^{\kappa }}_{6}\succ {M^{\kappa }}_{3} \succ {M^{\kappa }}_{5}\)

\({M^{\kappa }}_{4}\)

Proposed

OWCM with MACONT

\({M^{\kappa }}_{4} \succ {M^{\kappa }}_{8} \succ {M^{\kappa }}_{7} \succ {M^{\kappa }}_{5}\succ {M^{\kappa }}_{3} \succ {M^{\kappa }}_{2}\succ {M^{\kappa }}_{6} \succ {M^{\kappa }}_{1}\)

\({M^{\kappa }}_{4}\)