Java library based on Juzzy for the implementation of constrained interval type-2 fuzzy sets and systems.
The library currently supports the following membership functions:
- Triangular
- Gaussian
- Gauangle
- Trapezoidal
The implemented type-reduction algorithms are:
- Sampling method [1]
- Switch indiced [2]
The software library has been presented at the IEEE World Congress on Computational Intelligence (WCCI) 2020. For additional information regarding the use of the library, please refer to the original paper [3].
[1] P. D'Alterio, J. M. Garibaldi, R. John and A. Pourabdollah, "Constrained Interval Type-2 Fuzzy Sets," in IEEE Transactions on Fuzzy Systems
[2] P. D'Alterio, J. M. Garibaldi, R. John and C. Wagner, "A Fast Inference and Type-Reduction Process for Constrained Interval Type-2 Fuzzy Sets and Systems", under review, IEEE Transactions on Fuzzy Systems
[3] P. D'Alterio, J. M. Garibaldi, R. John and C. Wagner, "Juzzy Constrained: Software for Constrained Interval Type-2 Fuzzy Sets and Systems in Java", IEEE World Congress on Computational Intelligence (WCCI) 2020