• Title/Summary/Keyword: Self-adaptation Generation Gap

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New Generation Gap Models for Evolutionary Algorithm in Real Parameter Optimization (실수최적화 진화 알고리즘을 위한 새로운 세대차 모델)

  • Choi, Jun-Seok;Seo, Ki-Sung
    • Journal of the Korean Institute of Intelligent Systems
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    • v.19 no.1
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    • pp.62-68
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    • 2009
  • Two new generation gap models with modified parent-centric recombination(PCX) operator are proposed. First, the self-adaptation generation gap(SGG) model is a control method that keeps a replaced probability of parents by offspring to a certain level which obtains better performance. Second, virtual cluster generation gap(VCGG) is provided to extend distances among parents using clustering, which causes it to diversify individuals. In this model, distances among parents can be controlled by size of clusters. To demonstrate the effectiveness of our two proposed approaches, experiments for three standard test problems are executed and compared to most competing current approaches, CMA-ES and Generalized Generation Gap(G3) with PCX. It is shown two proposed methods are superior to consistently other approaches in the study.

Evolutionary Algorithm using Self-Adaptation Generation Gap (자가 적응 세대차를 이용한 진화 알고리즘)

  • Choe, Jun-Seok;Seo, Gi-Seong
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2007.11a
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    • pp.99-103
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    • 2007
  • 본 논문은 최적 탐색 알고리즘중의 하나인 실수 표현 진화 알고리즘에 자가 적용 세대차 조절을 이용하여 보다 빠른 연산으로 우수해에 접근하기 위한 새로운 방식을 소개한다. 알고리즘의 성능에 영향을 끼치는 진화 속도를 기존 진화 방식과 유전연산자의 수정을 통해 조절하여 탐색 성능을 개선 한다. 조기 수렴의 방지 및 탐색성능의 향상을 위하여 선택과 대치를 포함한 진화방식을 개선하고, 유전 연산자에 의하여 생성된 자손의 대치확률에 따라서 자손의 생성범위를 자가 적응적으로 조절하여, 보다 적은 계산량으로 전역 최적화를 찾고자 한다. 제안된 방법을 벤치마크 테스트 문제에 적용하여 G3 알고리즘, CMA-ES 그리고 DE 등과 성능을 비교하였다.

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THE STUDY ON THE MICROLEAKAGE OF THE RESTORATION WITH SELF-ETCHING PRIMING/BONDING AGENT (Self-etching priming/bonding agent를 이용한 수복에서 microleakage에 관한 연구)

  • Yoo, Seung-Hoon;Kim, Jong-Soo
    • Journal of the korean academy of Pediatric Dentistry
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    • v.31 no.1
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    • pp.26-33
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    • 2004
  • Self-etching priming bonding system was recently developed in order to simplify the clinical skills & save chair time after continuous improvements on dentin bonding agents. To test the magnitude of microleakage of a new "self-etching priming bonding agent" using sound premolar 4th, 5th, 6th generation dentin bonding agent was applied. Measure the magnitude of infiltration to the gap of enamel-restoration interface and dentin-restoration interface. After bonding of composite resin to sample surfaces according to the manufactures direction and 500 times thermocycling on dwell time 30 second, and microleakage was measured by the ratio of the depth to the axial wall and the magnitude of infiltration. Afterward analyzed by ANOVA test. The result were as follows ; 1. Enamel groups showed lesser microleakage (Group I, II, III, IV) than dentin groups(Group V, VI, VII, VIII). (p<0.05) 2. There are no statical differences among the dentin groups, in enamel groups, group IV showed more microleakage than group I, II, III. (p<0.05). For a clinical acceptance, better enamel marginal adaptation is required.

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