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Definition of "fuzzy cognitive map (FCM)" |
nonlinear dynamical systems whose state trajectories are constrained to reside in the unit hypercube T0; 1Un. The components of the state vector of an FCM stand for fuzzy sets or events that occur to some degree and may model events, actions, goals, etc. The trajectory of an FCM can be viewed as an inference process. For example, if an FCM’s trajectory starting from an initial condition x(0) converges to an equilibrium state A, then this can be interpreted as the FCM providing an answer to a question “What if x(0) happens?” In this sense it can be interpreted that the FCM stores the rule “IF x(0) THEN the equilibrium A.” FCMs were introduced by B. Kosko. |
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