Design of intelligent multi-agent systems

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There is a tremendous interest in the design and applications of agents in virtually every area including avionics, business, internet, engineering, health sciences and management. Humaniza­ tion of agents can be understood among other aspects, in terms of the semantics quality of design of agents.