•Formulated an expression for price optimization in the presence of cross channel interaction in demand and supply •Applied pricing policy based on the partition of store inventories that estimated the way shared resources are utilized •Solved above computationally tractable mixed-integer linear programming problem through IBM CPLEX Optimization Studio •Applied Metaheuristic algorithms which reduced the computational time thereby improving the scalability of the problem