%0 Journal Article %T Characteristics of Multi-Objective Linear Programming Problem and Multi-Objective Linear Fractional Programming Problem Taking Maximum Value of Multi-Objective Functions %A Samsun Nahar %A Md. Asadujjaman %A Khadiza Begum %A   Mahede-Ul-Hassan %A Md. Abdul Alim %J Applied Mathematics %P 22-32 %@ 2152-7393 %D 2024 %I Scientific Research Publishing %R 10.4236/am.2024.151003 %X In this paper, a new statistical averaging technique is proposed for finding an optimal solution to a multi-objective linear fractional programming problem (MOLFPP) and multi-objective linear programming problem (MOLPP) by using new arithmetic averaging method and new geometric averaging method. It is significantly noticeable same characteristics among all the technique while taking maximum or minimum among all optimized values for multi-objective functions using simplex algorithm. The characteristics provided from the problems are verified by the numerical examples. %K MOLPP %K MOLFPP %K New Arithmetic Averaging Method %K New Geometric Averaging Method %U http://www.scirp.org/journal/PaperInformation.aspx?PaperID=130622