Title :
Design and validation of a hybrid interactive reference point method for multi-objective optimization
Author :
Sathe, Madan ; Rudolph, Günter ; Deb, Kalyanmoy
Author_Institution :
Dept. of Comput. Sci., Univ. of Basel, Basel
Abstract :
This paper offers a classification of the main representatives of interactive classical and evolutionary methods. After a crossfertilization of these two fields a new hybrid interactive reference point method is designed. The method combines the reference point idea with the relative speed of a (1+1) - EA and is implemented with a graphical user interface. Finally, it is validated on two well-known real-world test problems.
Keywords :
evolutionary computation; graphical user interfaces; optimisation; classification; evolutionary methods; graphical user interface; hybrid interactive reference point method; multiobjective optimization; Computational intelligence; Constitution; Delta modulation; Design methodology; Design optimization; Displays; Graphical user interfaces; Pareto optimization; Testing; Upper bound;
Conference_Titel :
Evolutionary Computation, 2008. CEC 2008. (IEEE World Congress on Computational Intelligence). IEEE Congress on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-1822-0
Electronic_ISBN :
978-1-4244-1823-7
DOI :
10.1109/CEC.2008.4631189
