Visualization of two-dimensional interval type-2 fuzzy membership functions using general type-2 fuzzy membership functions

@article{Chourasia2017VisualizationOT,
  title={Visualization of two-dimensional interval type-2 fuzzy membership functions using general type-2 fuzzy membership functions},
  author={Rishav Chourasia and Vaibhav Saxena and Nikhil Yadala and Frank Chung-Hoon Rhee},
  journal={2017 Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems (IFSA-SCIS)},
  year={2017},
  pages={1-5}
}
In this paper, we propose a novel method for visualizing two-dimensional interval type-2 fuzzy membership functions (2-D IT2 FMFs) using one-dimensional general type-2 fuzzy membership functions (1-D GT2 FMFs), and also describe the procedure for extending our method to fuzzy sets representing higher dimensional data. Then we present a type reduction method for mapping 2-D IT2 fuzzy sets into 2-D type-1 fuzzy sets that uses alpha-plane representation of general fuzzy sets. We discuss the… CONTINUE READING

Citations

Publications citing this paper.
Showing 1-2 of 2 extracted citations

References

Publications referenced by this paper.
Showing 1-10 of 22 references

Computational Complexity: Theory, Techniques, and Applications

  • R. John, J. Mendel
  • Springer New York, 2013, pp 1201-1210.
  • 2013
1 Excerpt

Similar Papers

Loading similar papers…