Title :
A non-heuristic model of decision-making based on human perception under time constraints
Author :
Sasaki, Hideyasu
Author_Institution :
Dept. of Comput. Sci. & Eng., Chinese Univ. of Hong Kong, Shatin, China
Abstract :
In this paper, we discuss the problem of time constraints in a decision process from the aspect of human perception, instead of prevailing heuristics. We propose a decision-making model for locating best alternatives in human-machine interaction that involves human perception in evaluation of gains and losses and time tracking. The results of simulation describe that the proposed model provides a contradictory finding to the heuristic approaches for locating best alternatives at half-time, i.e. half the maximal time constraints. The proposed non-heuristic model contributes to soft-computing algorithms as tools for supporting human-machine interaction by introducing reasonable values for locating best alternatives based on human perception into the stopping criteria for managing a decision process, instead of half-time.
Keywords :
decision making; human computer interaction; man-machine systems; neural nets; uncertainty handling; decision making; decision process; heuristic approach; human perception; human-machine interaction; maximal time constraint; nonheuristic model; soft computing algorithm; time constraint; time tracking; Radio access networks; Time factors; decision-making; evaluation; heuristics; human perception; human-machine interaction; soft-computing; stopping criteria; time constraints; time tracking;
Conference_Titel :
Systems, Man, and Cybernetics (SMC), 2011 IEEE International Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
978-1-4577-0652-3
DOI :
10.1109/ICSMC.2011.6083780