Interactive programming approach for solving multi-level multi-objective linear programming problem

被引:5
作者
Liu, Qiu-mei [1 ,2 ]
Yang, Yan-mei [2 ]
机构
[1] Beijing Inst Technol, Sch Math & Stat, Beijing, Peoples R China
[2] North China Univ Sci & Technol, Coll Sci, Tangshan, Hebei, Peoples R China
关键词
Interactive programming approach; multi-level multi-objective linear programming; membership function; compromise optimal solution; DECISION-MAKING; FUZZY;
D O I
10.3233/JIFS-169566
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The paper presents an interactive programming approach to find the compromise optimal solution of the multi-level multi-objective linear programming problem. The solving process can be divided into analysis stage and decision-making stage. In the analysis stage, an evaluation function is constructed to express the difference between the objective and ideal values. In the decision-making stage, decision maker can compare the objective values with ideal values. If there has unsatisfied objective values, decision maker can make a concession of the satisfied values to improve the unsatisfied values. When the satisfactory degree of decision maker in upper levels have been mat, the problem of lower levels will be in solving. A characteristic of the proposed method comes from its continuous interaction with the decision maker. Finally, a numerical example is solved by this algorithm.
引用
收藏
页码:55 / 61
页数:7
相关论文
共 20 条
[1]  
[Anonymous], 1990, PRACTICAL MULTIOBJEC
[2]   Interactive fuzzy goal programming approach for bilevel programming problem [J].
Arora, S. R. ;
Gupta, Ritu .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2009, 194 (02) :368-376
[3]   Solving multi-level multi-objective linear programming problems through fuzzy goal programming approach [J].
Baky, Ibrahim A. .
APPLIED MATHEMATICAL MODELLING, 2010, 34 (09) :2377-2387
[4]   Fuzzy goal programming algorithm for solving decentralized bi-level multi-objective programming problems [J].
Baky, Ibrahim A. .
FUZZY SETS AND SYSTEMS, 2009, 160 (18) :2701-2713
[5]   A two-phase fuzzy approach for solving multi-level decision-making problems [J].
Chen, Liang-Hsuan ;
Chen, Hsin-Hung .
KNOWLEDGE-BASED SYSTEMS, 2015, 76 :189-199
[6]  
Lachhwani K., 2014, J OPER RES SOC INDIA, V51, P624, DOI [10.1007/s12597-013-0157-y, DOI 10.1007/S12597-013-0157-Y]
[7]   Modified FGP approach for multi-level multi objective linear fractional programming problems [J].
Lachhwani, Kailash .
APPLIED MATHEMATICS AND COMPUTATION, 2015, 266 :1038-1049
[8]   Hierarchical optimization: A satisfactory solution [J].
Lai, YJ .
FUZZY SETS AND SYSTEMS, 1996, 77 (03) :321-335
[9]   The relationship between goal programming and fuzzy programming [J].
Mohamed, RH .
FUZZY SETS AND SYSTEMS, 1997, 89 (02) :215-222
[10]   Fuzzy goal programming approach to multilevel programming problems [J].
Pramanik, Surapati ;
Roy, Tapan Kumar .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2007, 176 (02) :1151-1166