DocumentCode
1642858
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
fYear
2009
Firstpage
2913
Lastpage
2918
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;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/CEC.2009.4983309
Filename
4983309
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