A method of experiment design based on IOWA operator inference in sensory evaluation

Author

Liu, Xiaohong ; Zeng, Xiany ; Xu, Yang ; Koehl, L.

Author_Institution

Coll. of Manage., Southwest Univ. for Nationalities, Chengdu

Volume

1

fYear

2006

fDate

4-6 Oct. 2006

Firstpage

165

Lastpage

170

Abstract

Aiming at reducing the number of tests, this paper presents a method of optimal experiment design in sensory evaluation using IOWA operator inference and similarity measurement. Different from classical techniques, this method is an on-line experiment design, permitting to take into account results of old tests in the design of each new test. It can effectively reduce the total number of tests or comparisons while maintaining high accuracy of evaluation

Keywords

case-based reasoning; fuzzy logic; IOWA operator inference; case based inference; fuzzy logic; online experiment design; optimal experiment design; sensory evaluation; similarity measurement; Design methodology; Design optimization; Educational institutions; Intelligent control; Nearest neighbor searches; Open wireless architecture; Spatial databases; Systems engineering and theory; Testing; Textiles; IOWA operator; Sensory evaluation; case based inference; fuzzy logic; similarity degree;

fLanguage

English

Publisher

ieee

Conference_Titel

Computational Engineering in Systems Applications, IMACS Multiconference on

Conference_Location

Beijing

Print_ISBN

7-302-13922-9

Electronic_ISBN

7-900718-14-1

Type

conf

DOI

10.1109/CESA.2006.4281644

Filename

4281644