Integrating storage location and order picking problems in warehouse planning

•We integrate the storage location and order picking problems in ware- house planning.•Non-linear programming models are presented for the problem and four special cases.•A General Variable Neighborhood Search metaheuristic is developed to solve them.•We test our algorithms on generated instances similar from literature.•The integrated problem significantly improves solutions compared to common policies.