An Efficient Algorithm for Fuzzy Linear Fractional Programming Problems via Ranking Function

被引:5
作者
Mitlif, Rasha Jalal [1 ]
机构
[1] Univ Technol Baghdad, Dept Appl Sci, Branch Math & Comp Applicat, Baghdad, Iraq
关键词
Fuzzy fractional programming; Fuzzy set; Generalized triangular fuzzy number; Membership function; Triangular fuzzy number;
D O I
10.21123/bsj.2022.19.1.0071
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
In many applications such as production, planning, the decision maker is important in optimizing an objective function that has fuzzy ratio two functions which can be handed using fuzzy fractional programming problem technique. A special class of optimization technique named fuzzy fractional programming problem is considered in this work when the coefficients of objective function are fuzzy. New ranking function is proposed and used to convert the data of the fuzzy fractional programming problem from fuzzy number to crisp number so that the shortcoming when treating the original fuzzy problem can be avoided. Here a novel ranking function approach of ordinary fuzzy numbers is adopted for ranking of triangular fuzzy numbers with simpler and easier calculations as well as shortening in the procedures. The fuzzy fractional programming problem is the first reduced to a fractional programming problem and then solved with the technique to obtain the optimal solution. It has a power to give a best solution for supporting the solution theory proposed in this work, some numerical fuzzy fractional programming problem are included to ensure the advantage, efficiency and accuracy of the suggested algorithm. In addition, this research paper describes a comparison between our optimal solutions with other existing solutions for inequalities constrains fuzzy fractional program.
引用
收藏
页码:71 / 76
页数:6
相关论文
共 26 条
[1]  
Ammar E, 2016, INT RES J ENG TECHNO, V3, P2099
[2]  
ANZAI Y, 1974, J OPER RES SOC JPN, V17, P49
[3]  
Borza M., 2012, Appl. Math. Sci., V6, P3443
[4]  
Das S K., 2016, Int J Data Envelop Anal Oper Res, V2, P16
[5]  
Das T., 2017, INT J RES IND ENG, VEngineering6, P202
[6]  
Dinagar D S, 2017, INT J APPL FUZZY SET, V7, P281
[7]  
Effati S., 2012, Am. J. Comput, V2, P51, DOI [10.4236/ajcm.2012.21006, DOI 10.4236/AJCM.2012.21006]
[8]  
Hussein I. H., 2015, International Journal of Mathematics and Statistics Studies, V3, P21
[9]   Ranking Function to Solve a Fuzzy Multiple Objective Function [J].
Hussein, Iden Hasan ;
Mitlif, Rasha Jalal .
BAGHDAD SCIENCE JOURNAL, 2021, 18 (01) :144-148
[10]  
Ingle S M., 2019, INT J APPL ENG RES, V14, P97