Abstract
The goal programming is commonly used programming techniques in multi-objective decision making approaches. It is not possible to exactly determine the goals and constraints in real life problems. In such cases, the fuzzy goal programming approach has been used in order to find solution. In this study, the applicability of fuzzy goal programming approach as one of the approaches providing best decision making upon the capacitated vehicle routing problem has been analyzed within the frame of fuzziness. A fuzzy goal programming approach has been suggested to be able to solve the vehicle routing problem regarding the fuzzy demands. The suggested model has been applied to sample numeric data. The results are obtained by using The General Algebraic Modeling System (GAMS) program. As a result; it has been detected that the cost of the company that makes sending with at least 6 vehicles per week could be reduced with the proposed model. In accordance with the purpose of the study, the company's demands have been met.