Title :
Comparative analysis of ecological expert and fuzzy controller using lens model
Author :
Sawaragi, Tetsuo ; Horiguchi, Yukio ; Ishizuka, Motoi
Author_Institution :
Dept. of Precision Eng., Kyoto Univ., Japan
fDate :
6/23/1905 12:00:00 AM
Abstract :
Presents how the expert human controller differs from a fuzzy controller. The definition of ecological experts is to investigate into the relations between what cues in the task environment the human expert is actually utilizing in judgments and how those cues are valid for the task (i.e., cue validity and ecological validity). We introduce a Brunswik´s lens model for analyzing the interactions between the human expert controller and the control task environment. The task is to steer a large ship having complex dynamics to let it pass through a number of gates, whose simulator is constructed on a PC. We gather a collection of interaction data from a particular operator, whose skill levels are initially very poor but later gradually improve as he experiences trials
Keywords :
cognitive systems; digital simulation; fuzzy control; man-machine systems; ships; Brunswik lens model; comparative analysis; complex dynamics; control task environment; cue validity; cues; ecological expert; ecological validity; expert human controller; fuzzy controller; interaction data; lens model; ship; skill levels; task environment; Biological system modeling; Control systems; Equations; Fuzzy control; Humans; Lenses; Marine vehicles; Organisms; Performance analysis; Precision engineering;
Conference_Titel :
Fuzzy Systems, 2001. The 10th IEEE International Conference on
Conference_Location :
Melbourne, Vic.
Print_ISBN :
0-7803-7293-X
DOI :
10.1109/FUZZ.2001.1008871