Algorithm for simultaneous defuzzification under constraints: shifted mean-max
Available Online June 2015.
- https://doi.org/10.2991/ifsa-eusflat-15.2015.48How to use a DOI?
- Defuzzification, spatial disaggregation, constrained defuzzification
- In this article, we present an algorithm for defuzzifying multiple fuzzy sets simultaneously, where the defuzzified values are bound by a constraint. The algorithm aims at maximizing the lowest membership grade of the defuzzified values in each fuzzy set, while satisfying the constraint. In the examples, MeanOfMax will be used as a starting point, while the constraint is that the sum of the defuzzified values has to match a given crisp value. The article describes the algorithm, experiments and evaluation of the outcome.
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
TY - CONF AU - Jörg Verstraete PY - 2015/06 DA - 2015/06 TI - Algorithm for simultaneous defuzzification under constraints: shifted mean-max BT - Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology PB - Atlantis Press SP - 326 EP - 332 SN - 1951-6851 UR - https://doi.org/10.2991/ifsa-eusflat-15.2015.48 DO - https://doi.org/10.2991/ifsa-eusflat-15.2015.48 ID - Verstraete2015/06 ER -