In enhancing the role of the logistics enterprises, evaluation of the ability of enterprises in a scientific and effective way is of great importance. Accurate assessment of the ability of logistics enterprises can help to find the right way to ensure their development.
There are several methods for logistics performance measurement including AHP (analytic hierarchy process), multivariate statistical analysis (principal component analysis, factor analysis, etc.), etc., which have their own advantages and disadvantages for their application.
Fuzzy comprehensive evaluation is a comprehensive evaluation method that applies fuzzy mathematical methods when fuzziness is involved in the process of comprehensive evaluation of objects, and thus it is regarded as a practical analytical method for evaluating the capabilities of logistics enterprises.
Song Kwang Hyok, a section head at the Faculty of Management of Industrial Economy, has set the weight of indexes like management level, technical strength, transport capacity, informatization level, competitive power and customer service capacity by AHP, and proposed a method of evaluating the capacity of logistics enterprises by fuzzy comprehensive evaluation using M (1, 2, 3).
The proposed approach allows enterprises to understand their own capabilities and to take necessary measures to improve their business performance.
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