We evaluate the closed forms of the fuzzy topological indices for fuzzy graph structures: the friendship graph and the windmill graph. General expressions are derived for the first and second fuzzy Zagreb indices, the fuzzy Randic index, the fuzzy harmonic index, the fuzzy F-index, the fuzzy Misbalance Prodeg index, the fuzzy Sombor index, and the fuzzy Nirmala index. The formulas are established for arbitrary vertex and edge membership values satisfying the Rosenfeld condition, and therefore apply to a broad class of admissible fuzzy graph structures. Suitable choices of membership values yield explicit closed forms for the fuzzy friendship graph (F_n) and the fuzzy windmill graph (W_{k,n}). The analysis also identifies inconsistencies in previously reported formulas, particularly those arising from incorrect fuzzy degrees, unspecified parameters, and edge memberships that do not agree with the stated graph structures [14]. The practical relevance of the proposed indices is demonstrated through an emergency medical referral network modeled by (F_3) and a renewable-energy microgrid represented by (W_{4,2}), where comparisons between normal and stressed operating conditions reveal changes in connectivity, balance, and system reliability.


扫码关注我们
求助内容:
应助结果提醒方式:

