Introduction of a New Concept, Age, into the Multiobjective Evolutionary Algorithm in the Two Dimensional Space(Algorighms)

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概要

• 論文の詳細を見る

• Recently, several promising multiobjective evolutionary algorithms such as PESA, NSGA-II, and SPEA2 ([2], [4], [12]) have been developed. In this paper, we also propose a new multiobjective evolutionary algorithm whose performance is comparable to or better than those promising algorithms. In the new algorithm proposed here, an age concept is introduced and utilized to make the efficiency of the offspring generation high. The performance of the proposed algorithm is superior to those of the promising algorithms mentioned above for several test functions. In this paper, the proposed algorithm will be explained only in two dimensional parameter and objective space to show manifestly the meaning of an age concept.

• 社団法人電子情報通信学会の論文
• 2003-07-01

著者

• Bien Zeungnam

  Dept. Of Electrical Engineering And Computer Science Korea Advanced Institute Of Science And Technol

• Kang Young-Hoon

  Dept. of Electrical Engineering and Computer Science, Korea Advanced Institute of Science and Techno

• Kang Young-hoon

  Dept. Of Electrical Engineering And Computer Science Korea Advanced Institute Of Science And Technol

関連論文

• Recognition of Continuous Korean Sign Language Using Gesture Tension Model and Soft Computing Technique(Human-computer Interaction)
• Introduction of a New Concept, Age, into the Multiobjective Evolutionary Algorithm in the Two Dimensional Space(Algorighms)

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