A device, comprising: one or more memories; and one or more processors, communicatively coupled to the one or more memories, to: generate a hypergraph for a plurality of cells included in a communications network, wherein the plurality of cells correspond to a plurality of vertices of the hypergraph, and wherein one or more cumulative transmission interference regions, associated with the plurality of cells, correspond to one or more hyperedges of the hypergraph; identify one or more parameters for allocating operating transmission frequencies to the plurality of cells; generate a constraint model based on the hypergraph and the one or more parameters; determine, using a quantum solver, one or more minimum energy states of the constraint model, wherein the one or more minimum energy states correspond to respective operating transmission frequency allocation configurations for the plurality of cells, and wherein the one or more minimum energy states include a minimum quantity of operating transmission frequencies required to configure the plurality of cells such that no more than one cell included in a hyperedge, of the one or more hyperedges, is assigned a particular operating transmission frequency; and assign, based on an operating transmission frequency allocation corresponding to a minimum energy state of the one or more minimum energy states, operating transmission frequencies to the plurality of cells. one or more memories; and one or more processors, communicatively coupled to the one or more memories, to: generate a hypergraph for a plurality of cells included in a communications network, wherein the plurality of cells correspond to a plurality of vertices of the hypergraph, and wherein one or more cumulative transmission interference regions, associated with the plurality of cells, correspond to one or more hyperedges of the hypergraph; identify one or more parameters for allocating operating transmission frequencies to the plurality of cells; generate a constraint model based on the hypergraph and the one or more parameters; determine, using a quantum solver, one or more minimum energy states of the constraint model, wherein the one or more minimum energy states correspond to respective operating transmission frequency allocation configurations for the plurality of cells, and wherein the one or more minimum energy states include a minimum quantity of operating transmission frequencies required to configure the plurality of cells such that no more than one cell included in a hyperedge, of the one or more hyperedges, is assigned a particular operating transmission frequency; and assign, based on an operating transmission frequency allocation corresponding to a minimum energy state of the one or more minimum energy states, operating transmission frequencies to the plurality of cells. generate a hypergraph for a plurality of cells included in a communications network, wherein the plurality of cells correspond to a plurality of vertices of the hypergraph, and wherein one or more cumulative transmission interference regions, associated with the plurality of cells, correspond to one or more hyperedges of the hypergraph; wherein the plurality of cells correspond to a plurality of vertices of the hypergraph, and wherein one or more cumulative transmission interference regions, associated with the plurality of cells, correspond to one or more hyperedges of the hypergraph; identify one or more parameters for allocating operating transmission frequencies to the plurality of cells; generate a constraint model based on the hypergraph and the one or more parameters; determine, using a quantum solver, one or more minimum energy states of the constraint model, wherein the one or more minimum energy states correspond to respective operating transmission frequency allocation configurations for the plurality of cells, and wherein the one or more minimum energy states include a minimum quantity of operating transmission frequencies required to configure the plurality of cells such that no more than one cell included in a hyperedge, of the one or more hyperedges, is assigned a particular operating transmission frequency; and wherein the one or more minimum energy states correspond to respective operating transmission frequency allocation configurations for the plurality of cells, and wherein the one or more minimum energy states include a minimum quantity of operating transmission frequencies required to configure the plurality of cells such that no more than one cell included in a hyperedge, of the one or more hyperedges, is assigned a particular operating transmission frequency; and assign, based on an operating transmission frequency allocation corresponding to a minimum energy state of the one or more minimum energy states, operating transmission frequencies to the plurality of cells.