한국지능시스템학회:학술대회논문집 (Proceedings of the Korean Institute of Intelligent Systems Conference)
- 한국퍼지및지능시스템학회 2001년도 추계학술대회 학술발표 논문집
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- Pages.229-232
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- 2001
계승적 나이개념을 가진 다목적 진화알고리즘 개발
The Development of a New Distributed Multiobjective Evolutionary Algorithm with an Inherited Age Concept
- Kang, Young-Hoon (Division of Electrical Engineering. Department of Electrical Engineering and Computer Science, KAIST) ;
- Zeungnam Bien (Division of Electrical Engineering. Department of Electrical Engineering and Computer Science, KAIST)
- 발행 : 2001.12.01
초록
Recently, several promising multiobjective evolutionary algorithms, e,g, SPEA, NSGA-ll, PESA, and SPEA2, have been developed. In this paper, we also propose a new multiobjective evolutionary algorithm that compares to them. In the algorithm proposed in this paper, we introduce a novel concept, "inherited age" and total algorithm is executed based on the inherited age concept. Also, we propose a new sharing algorithm, called objective classication sharing algorithm(OCSA) that can preserve the diversity of the population. We will show the superior performance of the proposed algorithm by comparing the proposed algorithm with other promising algorithms for the test functions.
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