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
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;
Conference_Titel :
Evolutionary Computation, 2006. CEC 2006. IEEE Congress on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-9487-9
DOI :
10.1109/CEC.2006.1688538
