A device may determine that a parameter of a base station, included in a network, is to be adjusted. The device may determine a first proposed adjustment based on a first SON algorithm associated with adjusting the parameter based on performance information of multiple base stations included in the network. The device may determine a second proposed adjustment based on a second SON algorithm associated with adjusting the parameter based on performance information of the base station. The device may determine a weight factor, associated with the base station, based on a relationship between the base station and one or more neighbor base stations included in the network. The device may determine a final adjustment based on the first proposed adjustment, the second proposed adjustment, and the weight factor. The device may cause the parameter of the base station to be adjusted based on the final adjustment.