Decentralized economic dispatch of an isolated distributed generator network

•A novel decentralized constrained optimization model for islanded power system is presented.•A decentralized flat DGs control network structure is established.•Developing a decentralized algorithm based on penalty function achieves the global optimal optimum solution.•The convergence of presented algorithm is proved and the feasibility is demonstrated as well.