There are many different operators in evolutionary algorithms.Each operator has been applied successfully in solving some optimization problems,however not efficiently in other problems.A novel improved multi-operator evolutionary algorithm based on communication is proposed.In the algorithm,two subgroups are parallel performed with the different operators:multiparent crossover operator and Cauchy mutation operator.The individual,together with information,is exchanged while subgroup is reorganized.The new algorithm is tested on 23 benchmark fu...