I would like to know the mathematical derivation for fuzzy clustering optimisation.
http://home.deib.polimi.it/matteucc/Clustering/tutorial_html/cmeans.html
The proof is available in this book. Cited in the same page, which you have posted.
J. C. Bezdek (1981), Pattern Recognition with Fuzzy Objective Function Algorithms
Please have a look at the 5th chapter, page 170-190.
This is a good question.
In addition to @Panchatcharam Mariappan's helpful answer, there is a bit more to add, thanks to many good articles on fuzzy clustering available on RG. For example, consider
https://www.researchgate.net/publication/28246684_Fuzzy_clustering_Insights_and_a_new_approach
Article Fuzzy clustering: Insights and a new approach
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