Multi-Valued Cognitive Maps: Calculations with Linguistic Variables without Using Numbers
| Autor: | Dmitry Maximov |
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| Rok vydání: | 2021 |
| Předmět: | |
| DOI: | 10.48550/arxiv.2108.04760 |
| Popis: | A concept of multi-valued cognitive maps is introduced in this paper. The concept expands the fuzzy one. However, all variables and weights are not linearly ordered in the concept, but are only partially-ordered. Such an ap- proach allows us to operate in cognitive maps with partially-ordered linguis- tic variables directly, without vague fuzzification/defuzzification methods. Hence, we may consider more subtle differences in degrees of experts' uncer- tainty, than in the fuzzy case. We prove the convergence of such cognitive maps and give a simple computational example which demonstrates using such a partially-ordered uncertainty degree scale. Comment: The article have been submitted to Fuzzy Sets & Systems on 11 march 2021 |
| Databáze: | OpenAIRE |
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