Learning fuzzy cognitive map based on immune algorithm

WSEAS Transactions on Systems

Volumn 6, Issue 3, 2007, Pages 582-588

  Lin, Chunmei ^a,b   Chen, Kexiong ^c   He, Yue ^a  

^a SHAOXING COLLEGE OF ARTS AND SCIENCES   (China)

^b DONGHUA UNIVERSITY   (China)

^c AVIATION UNIVERSITY OF AIR FORCE   (China)

Author keywords

Fuzzy cognitive map; Immune algorithm; System modeling

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; DNA; ENCODING (SYMBOLS); FUZZY SYSTEMS; MATHEMATICAL MODELS; VACCINES;

FUZZY COGNITIVE MAP; IMMUNE ALGORITHM; SYSTEM MODELING;

COGNITIVE SYSTEMS;

EID: 33847734314     PISSN: 11092777     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (11)

1. B Kosko, Fuzzy Cognitive Maps, International Journal of Man-Machine Studies, 24, 1986, pp. 65-75
2. B. Kosko, Neural Networks and Fuzzy Systems," Prentice-Hall, Englewood Cliffs 1992.
3. Vazquez, A balanced differential learning algorithm in fuzzy cognitive maps, Technical Report, Departament LlenguatgesI Sistemes Informatics, Universitat Politecnica de Catalunya 2002.
4. E. Papageorgiou, C.D. Stylios, P.P. Groumpos, Fuzzy cognitive map learning based on nonlinear Hebbian rule, Australian Conf. on Artificial Intelligence 2003, pp.256-268.
5. K.E. Parsopoulos, E.I. Papageorgiou, P.P. Groumpos, M.N. Vrahatis, A first study of fuzzy cognitive maps learning using particle swarm optimization, Proc. IEEE 2003 Congress. On Evolutionary Computation 2003, pp. 1440-1447.
6. E.I. Papageorgiou, K.E. Parsopoulos, C.D. Stylios, P.P. Groumpos, M.N. Vrahatis, Fuzzy cognitive maps learning using particle swarm optimization, Intel Inform Systems, in press.
7. J.D. Farmer, N.H. Packard, A.S. Perelson, The immune system, adaptation, and, machine learning, Physica D, 22, 1986, pp. 187-204].
8. L.N. De Castro, J. Timmis, Artificial Immune Systems: A new Computational Intelligence Approach, Springer, New York, 2002.
9. S.J. Huang, Enhancement of thermal unit commitment using immune algorithms based optimization approaches, Electrical Power and Energy Systems 21, 1999, pp.245-252.
10. L.N. De Castro, F.J. Von Zuben, The clonal selection algorithm with engineering applications, in: Proceedings of the Workshop on GECCO 2000, Las Vegas, July 8-12, 2000, pp. 36-37
11. Y-S Ding, DNA computing intelligence, Science press, 2004