Title :
Improvement of presenting interface by predicting the evaluation order to reduce the burden of human interactive EC operators
Author :
Ohsaki, Miho ; Takagi, Hideyuki
Author_Institution :
Graduate Sch., Kyushu Inst. of Design, Fukuoka, Japan
Abstract :
This paper proposes to display individuals of interactive evolutionary computations in an evaluation order to reduce the burden on human operators. To display an evaluation order, two prediction methods-the first using neural networks, and the second using Euclidean distance measure-are proposed. We evaluate their predictive performance through simulation experiments and subjective tests
Keywords :
CAD; evolutionary computation; human factors; neural nets; user interfaces; virtual machines; Euclidean distance measure; evaluation order prediction; human operator burden reduction; interactive evolutionary computations; interface presentation; neural networks; predictive performance; simulation experiments; subjective tests; Acceleration; Computational modeling; Computer displays; Convergence; Genetic algorithms; Genetic programming; Humans; Neural networks; Predictive models; Testing;
Conference_Titel :
Systems, Man, and Cybernetics, 1998. 1998 IEEE International Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
0-7803-4778-1
DOI :
10.1109/ICSMC.1998.728059