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The high uncertainty associated with emergency situations such as blasts, fires, and structural failures makes it extremely difficult to develop evacuation plans that can accommodate in advance every possible systematic failure that may occur in the predetermined tenable evacuation paths. The unpredictability of human decision making under stress adds to the complexity of the problem. It is important to build evacuation paths in real-time.