A number of warehouse operation decision support models have been proposed in the literature, but there remains considerable difficulty in applying these models to guide warehouse operations. The objective of this paper is to classify and summarize the prior research results, and to identify research opportunities for the future. The intended outcome is both a guide to practitioners on the analytical methodologies and tools available to support better warehouse operation planning, and a roadmap for academic researchers to future research opportunities.