Abstract:In This paper, the influence of marine environment on mine operational effectiveness is put forward and analyzed qualitatively, and the fuzzy membership function is constructed to normalize and quantify different environment parameters. Analytic Hierarchy Process (AHP) is used to construct the parameters of mine operational effectiveness, and then to establish the correlation and hierarchy as well as the evaluation model between mine operational effectiveness and marine environmental parameters. The machine learning method is used to evaluate the mine operational effectiveness under the influence of the marine environment. The quantitative evaluation process of mine operational effectiveness is given by an example.