Cognitive mapping and certainty neuron fuzzy cognitive maps

Information Sciences

Volumn 101, Issue 1-2, 1997, Pages 109-130

  Tsadiras, Athanasios K ^a   Margaritis, Konstantinos G ^a  

^a UNIVERSITY OF MACEDONIA   (Greece)

Author keywords

[No Author keywords available]

Indexed keywords

EXPERT SYSTEMS; FUZZY SETS; MATHEMATICAL MODELS; TRANSFER FUNCTIONS;

CERTAINTY NEURON FUZZY COGNITIVE MAPS; COGNITIVE MAPPING;

COGNITIVE SYSTEMS;

EID: 0031235178     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0020-0255(97)00001-7     Document Type: Article

References (36)

1. R. Axelrod, Structure of Decision, Princeton University Press, Princeton, NJ, 1976.
2. M. Maruyama, The second cybernetics: Deviation-amplifying mutual causal process, Amer. Scientist 51:167-179 (1963).
3. S. A. Ross, Complexity and the presidency: Gouverneur Morris in the Constitutional Convention, in: R. Axelrod, Structure of Decision, Princeton University Press, Princeton, NJ, 1976, pp. 96-112.
4. F. S. Robert, Building and analyzing an energy demand signed digraphs, Environment and Planning 5:199-221 (1973).
5. M. Bonham and M. Shapiro, Simulation in the development of a theory of foreign policy decision-making, in: P. J. McGowen (Ed.), Sage International Yearbook of Foreign Policy Studies, Vol. 1.
6. J. Hart, Comparative cognition: Politics of international control of oceans, in: R. Axelrod, Structure of Decision, Princeton University Press, Princeton, NJ, 1976, pp. 180-217.
7. A. K. Tsadiras, K. G. Margaritis, and B. Mertzios, Strategic planning using extended fuzzy cognitive maps, Studies in Informatics and Control 4(3) (1995).
8. F. S. Roberts, The questionnarie method, in: R. Axelrod, Structure of Decision, Princeton University Press, Princeton, NJ, 1976, pp. 333-342.
9. M. T. Wrightson, The documentary coding method, in: R. Axelrod, Structure of Decision, Princeton University Press, Princeton, NJ, 1976, pp. 291-332.
10. W. R. Zhang, S. S. Chen, and J. C. Bezdek, Pool2: A generic system for cognitive map development and decision analysis, IEEE Trans. Syst. Man, Cybern. 19(1):31-39 (1989).
11. F. R. McNeill and E. Thro, Fuzzy Logic: A Practical Application, Academic Press, 1994.
12. J. H. Klein and D. F. Cooper, Cognitive maps of decision-makers in a complex game, J. Oper. Res. Soc. 33(1) (1982).
13. C. Eden, Cognitive mapping, European J. Oper. Res. 36:1-13 (1988).
14. D. Buede and D. Ferell, Convergence in problem solving: A prelude to quantitative analysis, IEEE Trans. Syst. Man, Cybern. 23(3):746-765 (1993).
15. K. Nakamura, S. Iwai, and T. Sawaragi, Decision support using causation knowledge base, IEEE Trans. Syst. Man, Cybern. SMC-12(6):765-777 (1982).
16. B. Kosko, Fuzzy cognitive maps, Int. J. Man-Machine Studies 24:65-75 (1986).
17. B. Kosko, Neural Networks and Fuzzy Systems, Prentice-Hall, Englewood Cliffs, NJ, 1992.
18. J. Forrester, World Dynamics, Wright-Allen, Cambridge, 1971.
19. P. Simpson, Artificial Neural Systems, Pergamon Press, New York, 1990.
20. B. Kosko, Hidden patterns in combined and adaptive knowledge networks, Int. J. Approximate Reasoning 2(4):377-393 (1988).
21. B. Kosko, Fuzzy Thinking: The New Science of Fuzzy Logic, Harper Collins, 1994, pp. 222-235.
22. W. R. Taber and M. Siegel, Estimation of expert weights and fuzzy cognitive maps, in: Proc. 1st IEEE Int. Conf. Neural Networks, Vol. II, June 1987, pp. 319-325.
23. W. R. Taber, Knowledge processing with fuzzy cognitive maps, Expert Syst. with Applications 2(1):83-87 (1991).
24. J. A. Dickerson and B. Kosko, Virtual worlds as fuzzy cognitive maps, Presence 2(4) (1994).
25. B. Kosko and J. Dickerson, Fuzzy virtual worlds, AI Expert (July 1994).
26. B. Kosko, Differential Hebbian learning, in: Proc. Amer. Inst. Phys.: Neural Networks for Computation, Apr. 1986, pp. 65-75.
27. C. E. Pelaez and J. B. Bowles, Using fuzzy cognitive maps as system model for failure modes and effects analysis, Inform. Sci. 88:177-199 (1996).
28. W. R. Zhang, S. S. Chen, and J. C. Bezdek, A cognitive-map-based approach to the coordination of distributed cooperative agents, IEEE Trans. Syst. Man, Cybern. 22(1):103-114 (1992).
29. W. R. Zhang, NPN fuzzy sets and NPN qualitative algebra: A computational framework for bipolar cognitive modeling and multiagent decision analysis, IEEE Trans. Syst. Man, Cybern. 26(4):561-574.
30. E. H. Shortliffe, Computer-Based Medical Consultations: MYCIN, Elsevier, New York, 1976.
31. B. G. Buchanan and E. H. Shortliffe, Rule-Based Expert Systems - The MYCIN Experiments of the Stanford Heuristic Programming Project, Addison-Wesley, Reading, MA, 1984.
32. A. K. Tsadiras and K. G. Margaritis, The MYCIN certainty factor handling function as uninorm operator and its use as threshold function in artificial neurons, Fuzzy Sets and Syst., to appear.
33. M. Hagiwara, Extended fuzzy cognitive maps, in: IEEE Int. Conf. Fuzzy Syst., 1992, pp. 795-801.
34. A. K. Tsadiras and K. G. Margaritis, Using certainty neurons in fuzzy cognitive maps, Neural Network World 6:719-728 (1996).
35. A. K. Tsadiras and K. G. Margaritis, On transition and convergence properties of extended fuzzy cognitive maps, in: Proc. 2nd Hellenic European Conf. Math. and Informatics (HERMIS '94), Athens, Greece, Sept. 1994.
36. A. K. Tsadiras and K. G. Margaritis, Introducing memory and decay factors in fuzzy cognitive maps, in: 1st Int. Symp. Fuzzy Logic (ISFL '95), Zurich, Switzerland, May 1995.