Nonlinear growth in weighted networks with neighborhood preferential attachment

► We propose a novel growing weighted network model. ► A neighborhood local world is evolved with nonlinear growth of newly arriving weights. ► A nonlinear degree-strength relationship is obtained. ► Local interactions in the neighborhood show a global influence on network evolution. ► Hierarchical organization is observed with a neighboring connection rule.