Existence of distributed generators (DGs) makes it possible to split distribution systems into multi-microgrids (MGs) in emergency conditions. In this study, after optimal allocation of distributed generation sources with a multi-objective function, the test system is optimally subdivided into some self-adequate MGs with the least not supplied active and reactive power during large-scale events. By using the proposed method, the network will be more resilient against large-scale events such as critical lines outages or big generation outage under natural events with the optimal voltage regulation for each MG. The multi-objective problem is solved by the fuzzy satisfying approach and Pareto optimality methods. The proposed method in this study is based on the exchange market algorithm and tested on two systems, IEEE 33-and 69-bus distribution systems. Also, under normal network conditions, operation of distribution networks is evaluated using different objective functions like micro-virtual networks with minimum power exchange and loss minimisation, to determine which function causes the network to have the best status in terms of reliability and resiliency. Obtained results confirm the efficiency of this method for partitioning distribution systems to increase network robustness before a fault occurrence and also improve reliability and resiliency after a fault occurrence. Nomenclature a, b weight coefficients related to the importance of each function c z q , c i q , c p q coefficients of the ZIP model of the reactive power c z p , c i p , c p p coefficients of the ZIP model of the active power L, Z number of the last line/zone i z , i z′ busses in each zone l z existing line in each zone L′ set of connection lines of two zones NL number of lines in the zth zone N ob j number of the objective functions NZ number of busses in a zone COF combination of two objective functions OF s max , OF s min maximum/minimum of the sth objective function among the obtained answers OF s n optimality of the nth answer of the sth objective function OF s 1 , OF s 2 two answers to the sth objective function OF 1 , OF 2 two main objective functions P d, z, t DG , Q d, z, t DG generated active and reactive power of the dth DG at the zth zone at the tth hour 0 voltage at the ith bus and tth hour after/before optimisation w 1 , w 2 weighted coefficients WL set of all lines of the distribution system