DocumentCode
330242
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
Volume
2
fYear
1998
fDate
11-14 Oct 1998
Firstpage
1284
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics, 1998. 1998 IEEE International Conference on
Conference_Location
San Diego, CA
ISSN
1062-922X
Print_ISBN
0-7803-4778-1
Type
conf
DOI
10.1109/ICSMC.1998.728059
Filename
728059
Link To Document