DocumentCode
2464179
Title
Concept-based IEC for Multi-objective Search with Robustness to Human Preference Uncertainty
Author
Moshaiov, Amiram ; Avigad, Gideon
Author_Institution
Tel-Aviv Univ., Tel-Aviv
fYear
0
fDate
0-0 0
Firstpage
1893
Lastpage
1900
Abstract
The recently introduced concept-based IEC approach is extended to include robustness to uncertainties of the preferences, of the decision makers, towards sub-concepts and concepts. A novel measure is presented, which allows the decision makers to assess the relative robustness of concepts in a multi-objective evolutionary search process. Examples of interactive scenarios are given to demonstrate the proposed approach.
Keywords
decision making; evolutionary computation; interactive systems; query formulation; concept-based interactive evolutionary computation; decision making; human preference uncertainty; multiobjective evolutionary search; Design engineering; Evolutionary computation; Humans; IEC; Mechanical engineering; Robustness; Search problems; Symbiosis; Uncertainty;
fLanguage
English
Publisher
ieee
Conference_Titel
Evolutionary Computation, 2006. CEC 2006. IEEE Congress on
Conference_Location
Vancouver, BC
Print_ISBN
0-7803-9487-9
Type
conf
DOI
10.1109/CEC.2006.1688538
Filename
1688538
Link To Document