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The selection of suitable machine tools for a manufacturing company is one of the
\nsignificant points to achieving high competitiveness in the market. Besides, an appropriate choice
\nof machine tools is very significant as it helps to realize full production quickly. Today's market
\noffers many more choices for machine tool alternatives. There are also many factors one should
\nconsider as part of the appropriate machine tool selection process, including productivity,
\nflexibility, compatibility, safety, cost, etc. Consequently, evaluation procedures involve several
\nobjectives, and it is often necessary to compromise among possibly conflicting tangible and
\nintangible factors. For these reasons, multiple criteria decision making (MCDM) is a useful approach
\nto solve this kind of problem. Most of the MCDM models are mathematical and ignore qualitative
\nand often subjective considerations. The use of neutrosophic set theory allows incorporating
\nqualitative and partially known information into the decision model. This paper describes a
\nneutrosophic Multi-Objective Optimization on the basis of Ratio Analysis (MOORA) based
\nmethodology for evaluation and selection of vertical CNC machining centers for a manufacturing
\ncompany in Tenth of Ramadan, Egypt.