A linguistic decision model for personnel management solved with a linguistic biobjective genetic algorithm

被引:37
作者
Herrera, F [1 ]
López, E
Mendaña, C
Rodríguez, MA
机构
[1] Univ Granada, Comp Sci & Artificial Intelligence Dept, E-18071 Granada, Spain
[2] Univ Leon, Econ & Business Management Dept, E-24071 Leon, Spain
关键词
staff selection; relationships between jobs; linguistic labels; linguistic operators; genetic algorithms;
D O I
10.1016/S0165-0114(98)00373-X
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Staff selection for the varying activities performed by enterprises requires a coherent approach, which cannot be simplistic, to the information held. The use of flexible computation and the vague representation of knowledge available by means of linguistic labels allow the problem to be recognised as it is in real life. This paper is an attempt to supply a satisfactory solution to a real staff management problem with linguistic information presenting a linguistic decision model for personnel problem. For reaching a good solution, a novelty genetic algorithm with a linguistic biobjective fitness function is proposed. (C) 2001 Elsevier Science B.V. All right reserved.
引用
收藏
页码:47 / 64
页数:18
相关论文
共 31 条
[1]  
[Anonymous], 1989, GENETIC ALGORITHM SE
[2]  
[Anonymous], 1993, P 1 EUROPEAN C FUZZY
[3]  
[Anonymous], 1986, Uncertainty In Artificial Intelligence, DOI DOI 10.1016/j.tranpol.2014.09.005
[4]  
Baker J. E., 1985, Proceedings of the International Conference on Genetic Algorithms and their Applications, P101
[5]   THE MOLECULAR TRAVELING SALESMAN [J].
BANZHAF, W .
BIOLOGICAL CYBERNETICS, 1990, 64 (01) :7-14
[6]  
BIETHAHN V, 1995, EVOLUTIONARY ALGORIT
[7]  
BORDOGNA G, 1993, J AM SOC INFORM SCI, V44, P70, DOI 10.1002/(SICI)1097-4571(199303)44:2<70::AID-ASI2>3.0.CO
[8]  
2-I
[9]  
Degani R., 1988, International Journal of Approximate Reasoning, V2, P143, DOI 10.1016/0888-613X(88)90105-3
[10]   On a canonical representation of fuzzy numbers [J].
Delgado, M ;
Vila, MA ;
Voxman, W .
FUZZY SETS AND SYSTEMS, 1998, 93 (01) :125-135