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This work follows quite recent discovery that even very complex phenomena common in nature can emerge from interaction of a large number of agents following very simple behavioural rules, reflected in the automata-based fashion. After discussion of an appropriate methodology for examining models defined in this way, the thesis specifies, models, examines and interprets a selected economic system (fundamentalist/chartist stock market) in terms of simple interacting automata, and uses this experimental study to practically evaluate the strengths and weaknesses of the approach. This work should...