Title :
Performance assessment of DMOEA-DD with CEC 2009 MOEA competition test instances
Author :
Liu, Minzhong ; Zou, Xiufen ; Chen, Yu ; Wu, Zhijian
Author_Institution :
Sch. of Comput. Sci., Wuhan Univ., Wuhan
Abstract :
In this paper, the DMOEA-DD, which is an improvement of DMOEA by using domain decomposition technique, is applied to tackle the CEC 2009 MOEA competition test instances that are multiobjective optimization problems (MOPs) with complicated Pareto set (PS) geometry shapes. The performance assessment is given by using IGD as performance metric.
Keywords :
Pareto optimisation; evolutionary computation; geometry; set theory; CEC 2009 MOEA competition test instance; DMOEA-DD; Pareto set geometry shape; domain decomposition technique; dynamical multiobjective evolutionary algorithm; multiobjective optimization problem; performance metric; Computational geometry; Entropy; Evolutionary computation; Genetics; Measurement; Pareto optimization; Shape; Temperature distribution; Testing; Thermodynamics;
Conference_Titel :
Evolutionary Computation, 2009. CEC '09. IEEE Congress on
Conference_Location :
Trondheim
Print_ISBN :
978-1-4244-2958-5
Electronic_ISBN :
978-1-4244-2959-2
DOI :
10.1109/CEC.2009.4983309
