The intelligent power generation control method of a virtual wolf cluster control strategy under an island intelligent power distribution network comprises steps of determining a state discrete set S,determining a combined motion discrete set A, obtaining value function errors Rhok,Mk, updating all Q function tables and time a tunnel matrix e (sk,ak) which correspond to all state-motions (s,a), updating Q values and updating a mixed strategy pi(s<k>, a<k>) under the current state s, updating a tunnel element e (s<k>, a<k>), selecting a variable learning rate phi, and updating a decision change rate delta (s<k>, a<k>) and a decision space estimation slope delta2(sk, ak) according to a function, outputting a total power reference value delta P sigma and using a consistency algorithm and calculating unit regulation power delta PGi. The intelligent power generation control method of the virtual wolf cluster control strategy under the island intelligent power distribution can solve multi-solution problem produced by a large scale surge of multiple intelligent objects, can solve a random disturbance problem caused by large scale access of new energy and realizes coordinated control andoptimization of a multi-layer distributed control system.